diff --git "a/KtA0T4oBgHgl3EQfCv_p/content/tmp_files/load_file.txt" "b/KtA0T4oBgHgl3EQfCv_p/content/tmp_files/load_file.txt" new file mode 100644--- /dev/null +++ "b/KtA0T4oBgHgl3EQfCv_p/content/tmp_files/load_file.txt" @@ -0,0 +1,1866 @@ +filepath=/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf,len=1865 +page_content='MNRAS 000, 1–15 (2022) Preprint 6 January 2023 Compiled using MNRAS LATEX style file v3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Exploring the Intrinsic Scatter of the Star-Forming Galaxy Main Sequence at redshift 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 to 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Rongjun Huang 黄钅容钧 ID 1,2★, Andrew J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Battisti ID 1,2†, Kathryn Grasha ID 1,2,5‡, Elisabete da Cunha ID 2,3, Claudia del P Lagos ID 2,3, Sarah K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie ID 2,4 and Emily Wisnioski ID 1,2 1Research School of Astronomy and Astrophysics, Australian National University, Cotter Road, Weston Creek, ACT 2611, Australia 2ARC Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D), Australia 3International Centre for Radio Astronomy Research, University of Western Australia, 35 Stirling Hwy.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Crawley, WA 6009, Australia 4Leiden Observatory, Leiden University, P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='O.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Box 9513, NL-2300 RA Leiden, The Netherlands 5Visiting Fellow, Harvard-Smithsonian Center for Astrophysics, 60 Garden Street, Cambridge, MA 02138, USA Accepted 2023 January 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Received 2022 December 22;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' in original form 2022 October 14 ABSTRACT Previous studies have shown that the normalization and scatter of the galaxy ‘main sequence’ (MS), the relation between star formation rate (SFR) and stellar mass (𝑀∗), evolves over cosmic time.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, such studies often rely on photometric redshifts and/or only rest-frame UV to near-IR data, which may underestimate the SFR and 𝑀∗ uncertainties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We use MAGPHYS+photo-z to fit the UV to radio spectral energy distributions of 12,380 galaxies in the COSMOS field at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 and self-consistently include photometric redshift uncertainties on the derived SFR and 𝑀∗.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We quantify the effect on the observed MS scatter from (1) photometric redshift uncertainties (which are minor) and (2) fitting only rest-frame ultraviolet to near-infrared observations (which are severe).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At fixed redshift and 𝑀∗, we find that the intrinsic MS scatter for our sample of galaxies is 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 to 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 times larger than the measurement uncertainty.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The average intrinsic MS scatter has decreased by 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 dex from 𝑧 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 to ∼ 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At low-𝑧, the trend between the intrinsic MS scatter and 𝑀∗ follows a functional form similar to an inverse stellar mass-halo mass relation (SMHM;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 𝑀∗/𝑀halo vs 𝑀∗), with a minimum in intrinsic MS scatter at log(𝑀∗/𝑀⊙) ∼ 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 and larger scatter at both lower and higher 𝑀∗;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' while this distribution becomes flatter for high-𝑧.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The SMHM is thought to be a consequence of feedback effects and this similarity may suggest a link between galaxy feedback and the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These results favor a slight evolution in the intrinsic MS scatter with both redshift and mass.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Key words: methods: observational, galaxies: evolution, galaxies: general, galaxies: star formation 1 INTRODUCTION The galaxy main sequence (MS) describes the empirical relation between the star formation rate (SFR) of galaxies and their stellar masses (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Noeske et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Renzini & Peng 2015;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Barro et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2017;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Thorne et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These studies find that galaxies have higher SFR with increasing redshifts at a fixed stellar mass (𝑀∗) in the earlier universe, and more massive galaxies have higher SFRs at a fixed redshift.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Some of these studies show a flattening or turnover in the relationship at high masses (log(𝑀∗/𝑀⊙) > 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5) (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Thorne et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021) and suggest that this turnover is driven by the quenching of star formation due to feedback processes.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The galaxy MS is a powerful tool for understanding and constrain- ing the distribution and evolution of galaxies (Katsianis et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Curtis-Lake et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Popesso et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' According to theories of galaxy feedback, the existence of a rela- tively tight MS is thought to be mainly driven by the dynamical ★ E-mail: u6569836@anu.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='edu.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='au † E-mail: andrew.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='battisti@anu.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='edu.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='au ‡ ARC DECRA Fellow balance between inflows and outflows caused by self-regulated star- formation and/or active galactic nuclei (AGN;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Somerville & Davé 2015).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Characterising this evolution is difficult because observations only provide a single snapshot in time for each observed galaxy.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, the evolution in the scatter, slope, and normalisation in the MS of large statistical samples of star-forming (SF) galaxies with cosmic time provides an indirect way to study galaxy evolution.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The width (or scatter) of the MS at a single redshift is thought to reflect the burstiness of the average star formation history (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Guo et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2013;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Schreiber et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2015;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Santini et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2017;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Caplar & Tacchella 2019;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Donnari et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Katsianis et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Matthee & Schaye 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Theories suggest that a small MS width (small scatter, e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 dex) is indicative of gradual, continuous star formation histo- ries (SFHs).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In contrast, large MS widths (large scatter, e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 dex) are indicative of more bursty, stochastic SFHs (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Tacchella et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2016;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Sparre et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2017).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The question around whether the intrinsic MS scatter is constant or evolving is actively debated.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Previous studies have found a time- independent MS scatter (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Noeske et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2012;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Ciesla et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Pessa et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021), while others suggest it evolves with redshift (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Kur- czynski et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2016;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Santini et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2017;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Katsianis et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Davies © 2022 The Authors arXiv:2301.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='01995v1 [astro-ph.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='GA] 5 Jan 2023 2 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As the width of MS is related to the SFH, the MS scatter can provide useful constraints on the evolution of SF galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For example, a larger burstiness or stochasticity in the SFH can lead to an increase in MS scatter, and this may change over cosmic time (Matthee & Schaye 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Improving our understanding of the galaxy MS and its scatter re- quires using large samples of galaxies with accurate redshifts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' How- ever, it is observationally expensive to get spectroscopic redshifts for every galaxy.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' A common solution is to instead use photometrically derived redshifts (𝑧phot).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Most previous studies of the galaxy MS have relied on determining stellar masses and SFRs based on SED-fitting at fixed photometric redshift 𝑧phot and ignore the uncertainty of the 𝑧phot (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Thorne et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Studies that do not account for zphot uncertainty will systematically underestimate the uncertainties in all distance-dependent parameters (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 𝑀∗ & SFR).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In this study, we use MAGPHYS+photo-z (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019) to study the intrinsic scatter of the MS.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The improvement in using MAGPHYS+photo-z is that it sets 𝑧phot as an unknown quantity and finds its probability distribution (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, the un- certainty in the 𝑧phot is incorporated into the overall uncertainty in the derived physical properties of the galaxy.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This allows us to examine how much of the scatter in the MS is driven by measurement uncer- tainty as opposed to true intrinsic MS scatter or other measurement uncertainties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Simultaneously, MAGPHYS+photo-z also includes IR information to resolve the effect of dust attenuation at UV-near-IR wavelengths on the SED based on dust emission from mid-IR-radio, which dramatically improves the accuracy of the derived properties, particularly for SFRs (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, the unique as- pect of MAGPHYS+photo-z is that it uses broadband photometry to predict the best-fitting properties in a self-consistent manner, which helps to mitigate potential biases on the derived values.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This paper is organised as follows: Section 2 introduces the data and methods used in this study, Section 3 summarises our results, and Section 4 compares our results with some previous observa- tional studies and simulations and Section 5 outlines our conclu- sions.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Throughout this paper, the flat Lambda Cold Dark Matter (ΛCDM) model is adopted by assuming the Hubble constant is 𝐻0 = 70km/s/Mpc and the mass density of the Universe is Ωm,0 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2 DATA AND METHODS 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 COSMOS Sample The multi-wavelength observations of galaxies used in this study come from two catalogues: the COSMOS2020 catalogue (Weaver et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022) and the COSMOS Super-deblended catalogue (Jin et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The COSMOS2020 catalogue contains photometric data for ∼ 1 million sources in 13 filters from UV to near-IR (Weaver et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022), and the COSMOS Super-deblended catalogue presents photo- metric data for ∼ 200, 000 galaxies in 11 filters in the mid-IR, far-IR, and radio (Jin et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We cross-match the galaxies’ ID and select a subsample of galaxies with SEDs that are sampled well enough to constrain their stellar mass and (dust-corrected) SFRs robustly.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' To achieve this, we use two criteria: (1) signal-to-noise ratio (𝑆/𝑁) of 𝑆/𝑁 > 3 in three or more UV–near-IR bands and (2) 𝑆/𝑁>3 in 2 or more IR–radio bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' By virtue of criterion (2), all of the sources in our sample have a match in the Super-deblended catalogue.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' It is important to note that criterion (2) roughly translates into a cut in SFR such that only galaxies above a certain SFR will be included.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This SFR threshold increases as a function of increasing redshift (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Additionally, AGNs are excluded based on X-ray detections and IR & radio colour cuts (Seymour et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2008;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Donley et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2012;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Kirkpatrick et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2013).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This is done because MAGPHYS+photo-z does not include AGN models, so the derived properties are not accurate for these sources.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Due to the limited availability of data required for these AGN diagnostics, some AGNs may not be identified and removed.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Further details and references on these cuts are in Section 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 of the Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These selec- tion criteria leave us with a photometric sample of 14,607 galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For later comparison (Section 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1), only 3,873 of the whole 14,607 galaxies have spectroscopic redshifts (𝑧spec).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 Methods 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 MAGPHYS+photo-z MAGPHYS fits the full SEDs of galaxies with known redshifts from the ultraviolet to the radio (da Cunha et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2008, 2015) by com- bining the emission from stellar populations with the attenua- tion and re-emission of starlight by interstellar dust.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The recent MAGPHYS+photo-z extension, described in Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2019), ex- tends the code to fit the SEDs of galaxies with unknown redshifts, and constrain the photometric redshift simultaneously with other galaxy physical properties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In practice, the code builds libraries of model UV-to-radio SEDs at different redshifts and compares them with the observed SEDs of galaxies, using a Bayesian method to obtain the likelihood distributions of physical parameters such as redshifts, stellar masses, and SFRs.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' There are two sets of libraries used in MAGPHYS+photo-z: (1) an optical library that describes emissions from stars, and (2) an infrared library that describes the emission from dust.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The optical library uses the spectral population synthesis models of (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Bruzual & Charlot 2003) and initial mass function from (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Chabrier 2003);' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' while the infrared library consists of models for PAHs and hot dust emitting in the mid-IR, and warm and cold dust components in thermal equilibrium that emit in the far-IR to submillimeter (da Cunha et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2008).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These two sets of model libraries maintain the balance of the energy absorbed by dust (via attenuation in UV to near-IR) and the energy re-emitted by dust (via thermal emission in mid-IR to sub-mm).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Due to insufficient models at 𝑧 < 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 to compare to based on the redshift prior that is adopted in the MAGPHYS+photo-z, galaxies with 𝑧phot < 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 are not constrained well.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, we exclude galaxies with 𝑧phot < 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 after running the code (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' An example MAGPHYS+photo-z fit is shown in Figure 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We compare the distributions of photometric redshifts of our sample with those of the full COSMOS2020 sample in Figure 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We fit the SEDs of 14,607 galaxies with MAGPHYS+photo-z to determine the M*, SFR, 𝑧phot and respective errors.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We use the 𝜒2 value of the best-fit model from MAGPHYS+photo-z as an indicator of the goodness of fit.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We fit the 𝜒2 distribution with a lognormal function (see Figure 3) and convert the lognormal parameters 𝜇 and 𝜎 to the geometric parameters 𝜇geo and 𝜎geo.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Finally, we perform a 2𝜎 confidence cut (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 𝜒2 < 𝜇geo + 2𝜎geo) to the histogram and remove the high-𝜒2 cases.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The remaining galaxies are reduced to 13,639, and their 𝜒2 ≤ 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='76.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, some galaxies have problematic SEDs due to inconsis- tencies in fluxes and/or upper limits between bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In these cases, MAGPHYS+photo-z derives large uncertainties of 𝑧phot and distance- dependent parameters.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In addition, some cases have multiple redshift solutions (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', degeneracies in Lyman vs Balmer break position), which can lead to multi-peaked solutions for distance-dependent de- rived properties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We adopt the following selection criteria based on MNRAS 000, 1–15 (2022) Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 3 Figure 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Output of MAGPHYS+photo-z for one of the galaxies of our sample, COSMOS2020 ID 1587.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The upper panel shows the best-fit SED (black curve), the observed data (red square) and the predicted unattenuated SED (blue curve).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The black open circle on the SED fitting curve is the corresponding model photometry.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The goodness of fit is presented by 𝜒2 in the upper right corner.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The lower panel shows the likelihood distribution of 10 basic physical parameters: 𝑧phot, stellar mass (log[𝑀∗/𝑀⊙]), log[SFR/(𝑀⊙yr−1)], specific-SFR (log[sSFR/yr]), dust luminosity (log[𝐿dust/𝐿⊙]), dust mass (log[𝑀dust/𝑀⊙]), mass- weighted stellar age (log[𝐴𝑔𝑒𝑚/yr]), V-band dust attenuation (𝐴𝑉 /mag), 2175 𝐴 bump strength (𝐸′ 𝑏) and the effective dust temperature (𝑇𝑑𝑢𝑠𝑡/K) (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' key parameters (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 𝑧phot, 𝑀∗ and SFR): ���� ���� 𝜎(𝑧phot) ≤ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 𝜎(log(𝑀∗/𝑀⊙)) ��� 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 𝜎(log(SFR/𝑀⊙yr−1)) ≤ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3, where 𝜎(𝑧phot), 𝜎(log(𝑀∗/𝑀⊙)) and 𝜎(log(SFR/𝑀⊙yr−1)) are measurement uncertainties for 𝑧phot, 𝑀∗ and SFR, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The measurement uncertainty is calculated by half of difference between upper and lower 1𝜎 (68%) boundary of probability distribution func- tion (PDF) for each parameters derived by MAGPHYS+photo-z.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We restrict the measurement uncertainty on redshift based on the size of our adopted redshift bins of 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 dex (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2 times larger than the un- certainty boundary).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The limits of uncertainties on 𝑀∗ and SFR are set to 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 dex (roughly a factor of 2) because we want the measure- ment uncertainties to be lower than the typical intrinsic MS scatter, which is ∼0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 dex (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Ciesla et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These cuts remove 201 galaxies (1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5%) from our sample and we are left with 13, 418 galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 Reference Main Sequence Relation Numerous studies have examined the nature of the galaxy MS (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Johnston et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2015;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Tomczak et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2016;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Pearson et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Bisigello et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Thorne et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Tomczak et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2016) and Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) introduce nonlinear fits to the MS.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For our reference MS relation, we adopt Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) which also used galaxies in the COSMOS field, which has the form: log(SFR(𝑀, 𝑡)/𝑀⊙yr−1) = 𝑆0 − 𝑎1𝑡 − log � 1 + 10𝑀′ 𝑡 10𝑀 � 𝑀′ 𝑡 = 𝑀0 + 𝑎2𝑡, (1) MNRAS 000, 1–15 (2022) t ID:1587 Zfit = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='81 12 x2 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='74 (7/77)60] 1f Resid.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 1 0 100 101 102 EOT 104 10 A/μm [obs-frame] 1DO 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='86 +0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='02 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='56 +0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='12 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='44+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='12 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='02 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='14 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='13 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='50 kel 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='DO 0 2 4 12 2 12 i0 8 12 Zotat lo-g[MMα ] lo-g[SFR/(Mα yr-1]] log[sSFR/yr-1] og[LdrtfL ] 41.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3510.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='50 ke 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0O 8 1 6 8 5 115 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content="5 152 40 8 log[Mdr/M a] lo-g[Ageur] Avfmag Eb' Taust/K4 R." metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Normalized 𝑧phot histogram for the galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The red histogram in- dicates the distribution of photo-z’s from MAGPHYS+photo-z for the 14,607 galaxies in our sample, while the blue histogram represents the parent distri- bution of the whole 964,506 galaxies from COSMOS2020 catalogue (Weaver et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022), where the 𝑧phot are derived using LePhare (Arnouts et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2002;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Ilbert et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2006).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We show the corresponding look-back time 𝑡lb on the top axis.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Distribution of MAGPHYS+photo-z fit 𝜒2 of our 14,607 galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The black curve represents the normalized lognormal distribution function fitting to the 𝜒2 histogram, while the vertical black dashed line indicates the normal 2𝜎 confidence cut within 𝜒2 ≤ 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='76.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' where 𝑆0 = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='97+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09, 𝑀0 = 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='16+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='15 −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='16, 𝑎1 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='01 −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='01, 𝑎2 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='12+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='03 −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='02, 𝑀 is log(𝑀∗/𝑀⊙) and 𝑡 is the age of the universe in Gyr.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) separate their sample into two classes, ‘All’ and ‘SF’ (‘Star-forming’).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We adopt the ‘SF’ relation, which should coincide more closely with the sample used in our study.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) ‘SF’ sample applies a colour selection (NUV-r-J cut) that will exclude ‘passive’ galaxies with low SFRs, which has a similar role as our selection criterion described in next paragraph (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The probed steller mass range in Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) is 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 ≲ 𝑀∗ ≲ 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 and redshift range is 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 < 𝑧 < 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' They use radio data to derive SFRs, which provides a dust-unbiased measurement of the SFR (Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Although the goal of this study is not to investigate the relation between SFR and 𝑀∗, we note that the exact functional form of the MS is still under debate (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Katsianis et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Leja et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Different methods of estimating SFRs are thought to be the primary reason for differences between studies (Katsianis et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, despite using similar catalogues from the COSMOS field as Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) that use radio continuum for robust SFRs (dust- insensitive), there are some other systematic problems that can arise, such as priors, metallicities, timescales, stellar masses, ages, etc.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We stress that the reference MS we show is intended only to guide the eye and we do not use it for any selection cuts (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', to define ‘on’ vs ‘off’ the MS), which instead are based on sSFR (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, the choice of the reference MS has no impact on the results of this study.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 sSFR Selection We also adopt a specific-SFR (sSFR = SFR/𝑀∗) cut to eliminate quenched galaxies (see the comparison to U-V-J selection in Ap- pendix A).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These ‘passive’ galaxies form stars at a much lower rate for a given stellar mass compared to SF galaxies (Renzini & Peng 2015).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' By definition, quenched galaxies have low sSFR values.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The purpose of the sSFR cut is to remove these red galaxies to avoid overestimating the MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Since the sSFR of SF galaxies evolves with cosmic time (Madau & Dickinson 2014), we adopt a redshift- dependent cut1 in this selection criterion.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In Figure 4, we use a linear regression model fit to the median-3𝜎 values for sSFR bins (24 bins) vs 𝑧phot and remove quenched galaxies, which we define as 3 − 𝜎 outliers lying below the equation: log(sSFR/yr−1) = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='57𝑧phot − 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='60.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2) 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 Influence of IR-selection on SFR- and mass-completeness A galaxy’s SFR scales with the IR luminosity (𝐿IR) (Kennicutt & Evans 2012).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Due to this, the IR-selection criteria in our sample only includes galaxies above a certain SFR (depending on redshift), introducing an SFR bias.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 𝐿IR in this paper represents the integrated dust emission from both dust components in MAGPHYS+photo-z over all wavelengths.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As the luminosity distance (𝐷lum) increases, the lowest SFR of the SF galaxies we can observe will increase correspondingly2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, the functional form for IR-selection in SFR is similar to the relationship between luminosity and redshift: log(SFRIR/𝑀⊙yr−1) ∝ log(𝐿IR) = log(4𝜋𝐹IR𝐷2 lum) = log(𝛼𝐷2 lum), (3) where 𝛼 is a constant factor determined by the data and 𝐷lum is the luminosity distance in units of Mpc.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' By converting 𝐷lum to 𝑧phot and applying Equation 3 to log(SFR) 𝑣𝑠 𝑧phot, we obtain an empirical estimate of our SFR limit with redshift based on the 1𝜎 lower boundary of our population, and the constant factor of the function 𝛼 = 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='50 × 10−7 corresponds to the lower boundary of the 68% (1𝜎) population enclosed curve (see Figure 5): log(SFRIR/𝑀⊙yr−1) = log(1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='50 × 10−7(𝐷lum/Mpc)2).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (4) 1 We explored adopting a constant cut at log(sSFR/yr−1) = −11, which increases our sample by ∼100 galaxies, but this has a very small difference on our results.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We suspect that this phenomenon could be driven by IR-selection, which is described in the next subsection.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2 This excludes the negative-k correction effect MNRAS 000, 1–15 (2022) Look-back time tb (Gyr) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='71 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='24 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='95 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='55 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='71 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='83 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 Samples in this study 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 Full COSMOS2020 catalog 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 Number density 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2 5 1 3 4 6 0 7 8 Zphot400 μgeo=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='43, Ogeo=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='83 350 MAGPHYS x² histogram 300 - 250 nt no 200 150 100 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='76 50 0 4 6 0 8 10 2Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 5 Figure 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' log(sSFR) vs z enclosed contour plot for the 13,071 selection galaxies within 2𝜎 − 𝜒2 from redshifts 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 to 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The colours ranging from blue to yellow indicate the increasing number density.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The number of galaxies inside the enclosed blue and green curve is 68% (1𝜎) and 95% (2𝜎) of the total population, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The magenta points indicate the median value of log(sSFR/yr−1), while the red points are the median-3𝜎 values for 24 sSFR bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The red line is the sSFR cut adopted in this study, and there are 64 galaxies identified as quenched galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Due to the mini- mum timescale of star formation in MAGPHYS+photo-z, there is a maximum value of log(sSFR/yr−1) ∼ −8, corresponding to the adopted SFR timescale (100Myr), showing as a horizontal boundary in the diagram.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' log(SFR) vs z enclosed contour plot for the 13,071 selection galaxies within 𝜒2 selection from redshifts 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 to 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The equation 4 is plotted as the red curve in this diagram.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Due to the detection limits, we cannot trust our ability to detect galaxies that are below Equation 4 in Figure 5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This SFR incom- pleteness translates to an incompleteness on stellar mass (via galaxy MS relation).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We infer the corresponding mass-completeness thresh- old at each redshift using the Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) MS relation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For subsequent analysis, we will refer to samples above and below this threshold as our mass-complete and mass-incomplete samples, re- spectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 3 RESULTS AND ANALYSIS 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 The Role of Redshift uncertainty and IR data on the Measured Scatter of the MS In this study, we use MAGPHYS+photo-z to constrain the stellar masses and SFRs of our galaxies because it uses the full wave- length range from UV to radio, and it constrains the photometric redshifts jointly with the other physical parameters.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Using the full SED provides the tightest possible constraints on 𝑀∗ and SFR, thus minimizing the main sequence scatter that is due to errors on these parameters.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Obtaining the photometric redshift at the same time al- lows us to fold in the redshift error into the errors on 𝑀∗ and SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This improves our ability to quantify the ‘observational’ scatter on the main sequence and, in turn, characterise its intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In this section, we test the accuracy of MAGPHYS+photo-z and quan- tify the influence that the redshift precision and inclusion of IR data have on derived physical properties (for the COSMOS filter set).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 Accuracy of 𝑧phot relative to 𝑧spec To examine the 𝑧phot accuracy of MAGPHYS+photo-z, we use the latest COSMOS master spectroscopic catalogue (curated by M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Sal- vato for internal use within the COSMOS collaboration), which is the same dataset used to originally test the code (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' There are spectroscopic redshifts, 𝑧spec, for 3,873 out of the 14,607 galaxies in our sample.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' After applying the 𝜒2 cut, we obtain 3,724 galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Here we adopt some metrics defined in Section 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 of Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2019) to estimate the accuracy of 𝑧phot.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find 𝜎NMAD = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='086, 𝜂 = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2% and 𝑧bias = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='002, where 𝜎NMAD (normalized median absolute deviation) is known as the precision or scatter of the data, 𝜂 characterises the fraction of catastrophic failures and 𝑧bias represents the accuracy of the redshift (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' systematic devi- ation or bias).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The value of 𝑧bias is much smaller than 𝜎NMAD, and hence we constrain the redshifts very well with the multiple UV to radio bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Since we use a similar database as the one used in Bat- tisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2019), the results of 𝜎NMAD, 𝜂 and 𝑧bias should be similar.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As a comparison, these values calculated in Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2019) are 𝜎NMAD = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='032, 𝜂 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='037, 𝑧bias = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='004 for the COSMOS2015 samples, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The upper panels of Figure 6 is a demonstration of 𝑧phot accuracy of MAGPHYS+photo-z, which also shows a comparison between the 𝑀∗ and SFR derived from 𝑧phot and 𝑧spec.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The median values of differences for 𝑀∗ and SFR are 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='00 and 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05 dex, respectively, reflecting that MAGPHYS+photo-z does not affect the overall mea- surement of 𝑀∗ and SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, we do not expect that relying on 𝑧phot will introduce significant bias or dominate the uncertainty of the other derived properties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 Uncertainties of 𝑧phot, 𝑀∗ and SFR We characterise the measurement uncertainties of 𝑧phot, 𝑀∗ and SFR for our sample of 13,418 galaxies in Figure 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In our analysis, the data are separated into five bins of 𝑀∗ with a width of ≥ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 dex at a specific redshift epoch.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The uncertainty in 𝑀∗ in each bin is ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='06 dex, while the 𝑧phot uncertainty is ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Both uncertainties are ∼ 10 times smaller than the bin size in this study (≥ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 dex for log(𝑀∗) bin and ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 for redshift epoch), therefore we do not anticipate that these uncertainties will have a substantial impact on the derived intrinsic scatter on the MS.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The median value of SFR’s uncertainty is 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 dex, which is comparable to the scatter of galaxies on the MS (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 dex;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Thus, when measuring MNRAS 000, 1–15 (2022) log(sSFR/yr=1) 10 68%enclosedcurve 95%enclosedcurve sSFR cut: 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='57Zphot - 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='60 12 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot3 2 log(SFR/Moyr-1) 0 IRlimit:log(1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='50e-07*D2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' um 68%enclosedcurve 95%enclosedcurve 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot6 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' the intrinsic scatter of MS, we need to consider SFR’s uncertainty as the component of the scatter in MS and remove it properly to obtain the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Our method for removing this component is described in Section 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 Contribution of including IR data to the Uncertainties of 𝑀∗ and SFR IR wavelengths probe dust emission and provide information re- garding the amount of dust-obscured star formation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' By excluding IR observations from the SED fits, we can determine the impact of these bands on the uncertainties of 𝑀∗ and SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We rerun the MAGPHYS+photo-z without fitting the observational data for filters at wavelengths longer than IRAC2 (4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5um) for the same 14,607 galax- ies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' After rejecting the cases with bad fits (𝜒2 > 2𝜎), we compare the uncertainties of 𝑧phot, 𝑀∗ and SFR derived from UV to near-IR photo-z fitting to those results from fitting the full available SED in the top panels of Figure 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As expected (Battisti et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2022), the non-IR fits tend to come with larger measurement uncertainties be- cause fewer observations are available to constrain the models.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For 𝑧phot and 𝑀∗, including the IR bands only leads to a relatively small improvement (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', decrease) in the uncertainty.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In contrast, for SFR, the median uncertainty when IR bands are not included is nearly 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 times larger than that with the IR bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This is because the IR bands are important to distinguish the amount of dust-obscured star formation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' It is harder to accurately measure the intrinsic scatter of the MS with the larger measurement error in SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, by restricting the sample to sources where SED fitting can be performed that include IR filters, we significantly reduce the amount of scatter of the MS arising from measurement uncertainty to accurately con- strain the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The lower panels of Figure 8 show the difference in the values of 𝑧phot, 𝑀∗ and SFR with and without the IR bands included.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' It can be seen that the median of the difference remains close to zero as a function of each property suggesting that there is minimal bias occurring as a result of the MAGPHYS+photo-z priors.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 Measuring the intrinsic MS scatter We divide our sample into 6 redshift bins: 𝑧phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 & 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, with widths of Δ𝑧 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 except for the lowest bin, which spans 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 due to the limitation on the red- shift prior for MAGPHYS+photo-z (Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At each redshift, we further divide the sample into 5 stellar mass bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We determine the log(SFR) dispersion (standard deviation) of the galaxies within each bin relative to the median log(SFR) measurement uncertain- ties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We set the following five bins for all selected galaxies according to their mass: log(𝑀∗) < 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(𝑀⊙), 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 to 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(𝑀⊙), 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 to 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(𝑀⊙), 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 to 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(𝑀⊙) and > 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(𝑀⊙).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The values adopted for each bin is the median log(SFR) and 𝑀∗ of each group.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We characterise the intrinsic MS scatter in the range of 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 < 𝑧phot < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 (see Figure 2).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The upper boundary (𝑧phot = 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25) corresponds to where our sample size dramatically decreases such that we do not have enough sources to properly characterize the MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Then we take the further selections of 2𝜎-𝜒2 and sSFR cut (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 and 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3) to reduce the effects of quiescent galaxies on the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For each bin, we assume that any excess in the SFR disper- sion relative to the median measurement uncertainty in SFR from MAGPHYS+photo-z is due to the intrinsic scatter of the MS relation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We determine the intrinsic MS scatter by assuming the measured scatter is a result of the measurement uncertainty and intrinsic MS scatter being added in quadrature, which can be rearranged as: log(𝜎int/𝑀⊙yr−1) = √︃ (log(𝜎tot/𝑀⊙yr−1))2 − (log(𝜎meas/𝑀⊙yr−1))2, (5) where 𝜎int, 𝜎tot, and 𝜎meas are intrinsic MS scatter of the galaxies, the observed standard deviations, and the median MAGPHYS+photo-z uncertainty, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 9 displays the galaxy MS for 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 ≲ 𝑧phot ≲ 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, showing that the dispersion in SFR of the galaxies are significantly larger than the measurement uncertainties (representa- tive error bars in lower-right of each panel).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In each interval of 𝑀∗, the size of the SFR intrinsic MS scatter is 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='15−0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='39 dex larger than the measurement uncertainty.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The horizontal dashed lines in Figure 9 indicate the limit on SFR defined in Equation 4 and Figure 5 at the median 𝑧phot for each bin.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The vertical dashed lines correspond to the stellar mass at this SFR from the reference MS relation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We define the right half in each panel as the mass-complete area.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' There are 12,380 galaxies (94.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='71%) in the mass-complete regions and 691 galaxies (5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29%) in the mass-incomplete regions.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We show the values of the scatter terms for our mass-complete bins in Table 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We observe the following three trends (see the left panel of Figure 10 and Table 1).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' First, the median SFR measurement uncertainties are always smaller than the intrinsic MS scatter of the SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The minimum difference between intrinsic MS scatter and uncertainties is 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='13 dex in the range of 1010 − 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5𝑀⊙ at 𝑧phot = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, while the maximum occurring at 𝑧phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 for galaxies with log(𝑀∗/𝑀⊙) > 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 is 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='39 dex.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Second, excluding the mass-incomplete regions, our galaxies roughly follow the same observed main sequence as shown in Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020) (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Equation 4), but with slightly lower SFRs than the reference MS for most redshift bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Third, the intrinsic dispersion in SFR at a given mass tends to decrease as the 𝑧phot increases at a fixed 𝑀∗.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The size of the 𝑧phot interval we selected may affect the behaviour of the SFR intrinsic MS scatter evolution.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The width of each 𝑧phot in our criteria is Δ𝑧phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 except 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 at ���phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, with the increase of 𝑧phot, the cosmic time corresponding to the Δ𝑧phot is decreasing because the look-back time 𝑡lb does not linearly increase with 𝑧phot.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As a result, this reducing length of the binning interval in cosmic time with increasing 𝑧phot may affect the SFR intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' To examine this issue, we adopt look-back time (𝑡lb) instead of redshift as a more consistent way to measure the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We convert the 𝑧phot into 𝑡lb and rearrange our sample of 13,071 galaxies in 6 𝑡lb bins (4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9, 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1, 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3, 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7, 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr) with the equal length of time (Δ𝑡lb = 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2Gyr).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We reproduce the log(SFR)-log(𝑀∗) plane in the right panel of Figure 10 and present the results in Table 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find that the 𝑡lb results share the same trends and features as the previous 𝑧phot version.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, because binning the data in equal 𝑡lb width removes the unequal-length effect when measuring the intrinsic MS scatter, we will adopt this for our main analysis.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The left panel of Figure 11 shows the relationship between intrinsic MS scatter and 𝑡lb for both the redshift and look-back time binning.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In this study, we adopt the weighted linear regression to the intrinsic MS scatter versus 𝑡lb: log(𝜎int/𝑀⊙yr−1) = (−0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='012 ± 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='002)𝑡lb + (0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='432 ± 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='015), (6) where 𝜎int is the intrinsic scatter of the MS, and these parameters are calculated with mass-complete sample.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We observe a trend of MNRAS 000, 1–15 (2022) Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 7 Figure 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Upper left panel: Comparison of measurement uncertainties between default MAGPHYS high-𝑧 (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e, fixed to 𝑧spec) and MAGPHYS+photoz runs for the subsample of 3,724 𝜒2-selection galaxies with spectroscopic redshifts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Upper right panel: redshift accuracy ((𝑧phot − 𝑧spec)/(1 + 𝑧spec)) as a function of 𝑧spec.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The redshift scatter (𝜎NMAD), catastrophic failure rate (𝜂), and redshift bias (median((𝑧phot − 𝑧spec)/(1 + 𝑧spec))) values are shown at the upper right corner.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Lower panels: Difference in 𝑀∗ and SFR derived by 𝑧phot and 𝑧spec as a function of the 𝑧spec-derived values.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The 2D histogram/scatterplot colors range from blue to yellow with increasing number density.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The black line in each sub-diagram is the one-to-one relation as reference;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' red, green and blue curves enclose 68%, 95% and 99% populations of sample galaxies within 2𝜎-𝜒2 cut.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' decreasing intrinsic MS scatter up to 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr (𝑧 ∼ 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7) as 𝑡lb increases.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The error bars are derived by bootstrap resampling the data in each bin 100 times.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Bins with smaller sample sizes have larger bootstrap errors.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Although the descending rate of intrinsic MS scatter over look-back time is shallow, the Spearman and Pearson correlation coefficients (𝑟𝑠 = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='943 and 𝑟 𝑝 = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='956, respectively) indicate a strong monotonic decreasing correlation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Conversely, with 𝑟𝑠 = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='486 and 𝑟 𝑝 = −0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='837, there is a weaker and tentative correlation when using redshift binning.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This is due to the redshift binning having a potential upturning feature at 𝑧phot ≥ 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We suggest this is a consequence of unequal-length binning for redshift, which will be discussed in the next paragraph.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Furthermore, there is a ‘upturn’ feature, and the intrinsic MS scatter tends to increase after 𝑡lb ∼ 10Gyr.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Given the uncertainty in our intrinsic MS scatter and our limited sample size at high-𝑧, it is difficult to assess the significance of this upturn with our current data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The intrinsic MS scatter may vary with the adopted Δ𝑡lb of each bin.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The right panel of Figure 11 presents the effect of binning the MNRAS 000, 1–15 (2022) 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 68% enclosed curve 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 95% enclosed curve 99% enclosed curve 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot(MAGPHYS) 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0 1 2 3 4 ZspecONMAD = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='086, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 n = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2%, Zbias = - 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='002 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 Zphot = Zspec ± 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1(1 + Zspec) 0 1 2 3 4 Zspec2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9 10 11 12 log(M* /Mo)zspec2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 +-log(SFR/Moyr- 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(SFR/Moyr- 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1 0 1 2 3 log(SFR/Moyr speo8 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Distribution of the values and uncertainties for the key parameters of our study for the 13,418 galaxies in our sample.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Red, green and blue curves enclose 68%, 95% and 99% populations of sample galaxies within 2𝜎-𝜒2 cut.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The median values of 𝑧phot, log(𝑀∗/𝑀⊙) and log(SFR/𝑀⊙yr−1) are 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20, 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='64 and 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='42, while the median values of uncertainties are 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='06 and 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 dex, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Upper panels: Comparison between the uncertainties on 𝑧phot, 𝑀∗ and SFR for MAGPHYS+photo-z runs including IR bands (labeled ‘phot,IR’) and without IR or radio bands (‘phot,nonIR’).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Differing from the cases for 𝑧phot and 𝑀∗, the SFR’s uncertainty increases dramatically for SED fits without the IR data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The median uncertainty values derived from MAGPHYS+photo-z including the IR bands (distributed along x-axis) are 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='06 and 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 dex for 𝑧phot, 𝑀∗ and SFR, while the median uncertainty values derived from non-IR runs (distributed along y-axis) are 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 and 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 dex, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The black line in each sub-diagram is the one-to-one relation as reference;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' red, green and blue curves enclose 68%, 95% and 99% populations of sample galaxies within 2𝜎-𝜒2 cut.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Lower panels: Difference in measurements between the SED fits with and without IR bands included as a function of the measurements derived from fitting including IR bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For the COSMOS2020 data, we find that the dominant factor in accurately constraining the scatter in the main sequence is whether the IR bands are included to constrain the dust-obscured SFR.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' data in different Δ𝑡lb widths.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The data are binned into 3, 6, 12, and 24 groups (no less than 100 galaxies in each bin) in 4 different sets with equal 𝑡lb widths, where 6 is our fiducial number of bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' It can be seen that the data in the 12 and 24 bins have a similar distribution statistically relative to our fiducial binning.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find that as the num- ber of bins increases, the normalisation (intrinsic MS scatter) slightly decreases.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, the coefficients of the corresponding equations tend to converge somewhere closely below the current linear re- gression equation (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' the yellow line).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Even though the decreasing binning time scale causes more severe fluctuation along the linear regression line, the similarity and high absolute values of 𝑟𝑠 and 𝑟 𝑝 still demonstrate a strong correlation between intrinsic MS scatter MNRAS 000, 1–15 (2022) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='15 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='05 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='00 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 (log(M* /Mo)) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8 9 10 11 12 log(M* /Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0 2 3 log(SFR/Moyr-1)1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 O(Zphot, nonIR) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 O(Zphot, IR)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 o(log(M * /Mo)phot, nonIR) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 o(log(M * /Mo)phot, IR)1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 o(log(SFR */Moyr-1 )phot,IR)2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot, IR 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0 1 2 3 4 Zphot, IR2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8 9 10 11 12 log(M * /Mo)phot, IR2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1 0 3 log(SFR*/Moyr phot,IRIntrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9 Figure 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 𝑀∗-SFR relation of our galaxies in 6 redshift bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' All bins are shown through 13,071 selection galaxies with colours from purple to red to green coding the range of 𝑧phot at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, and 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The horizontal dot-dashed line indicates the IR-selection completeness cut in SFR, and the vertical dashed line indicates the corresponding IR-selection completeness cut in 𝑀∗.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The open symbols indicate the mass-incomplete data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We drop the data points where the numbers of galaxies within a bin are less than 50.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The longer error bars indicate the standard deviation of the SFR distribution in each stellar mass bin, while the shorter black ones represent the median MAGPHYS measurement uncertainties.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The gray error bar in the bottom right of each panel denotes the median uncertainties on 𝑀∗ (along the x-axis) and SFR (along the y-axis) from MAGPHYS+photo-z for the entire redshift bin.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The curves are the MS relations at each redshift epoch from Leslie et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2020).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The maximum value of log(sSFR/yr−1) ∼ −8 due to the adopted SFR timescale shows as an upper boundary of the slope in each SFR-𝑀∗ panel, while the bottom right slope represents the sSFR cut at each redshift.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' and 𝑡lb.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' On the other hand, this phenomenon also partially explains why redshift binning is not a good approach in this study, especially at high redshifts: a narrower binning time scale may lead to larger fluctuations in the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Since there is no significant discrepancy in intrinsic MS scatter for 𝑛bin ≥ 6, we expect that these coefficients in linear regression lines approach some values slightly smaller than the current binning one.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, we conclude that the binning does not strongly affect the trend of intrinsic MS scatter evolution and we adopt 𝑛bin ≥ 6 as the current 𝑡lb binning number.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Leslie+20 z = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 sSFR cut 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 mass-incomplete ★ mass-complete 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0- 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 O O 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M* /Mo)2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Z= 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 .' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='111 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 O 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M* /Mo)3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 z= 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 王 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 O 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M* /Mo)3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Z= 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 C 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 C 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 - O 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M* /Mo)3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 z = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 - 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 - O 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M*/Mo)3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Z=3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0- 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0- 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(M* /Mo)10 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The MS evolution and scatter for our sample with the same colour scheme adopted in Figure 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The shaded regions shown in the diagrams indicate the range of the reference MS between the upper and lower redshift boundaries for each bin and do not relate to the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The thick and thin error bars indicate the observed standard deviation in SFR and the median SFR uncertainty from MAGPHYS+photo-z for each bin, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The left panel shows the sample binned in equal redshift bins, with the mass-incomplete bins shown as open symbols.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The right panel is similar to the left but binned in equal look-back time bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Adopting equal-width redshift bins (left-panel) instead of look-back time (right-panel) may impact the measured intrinsic MS scatter because of the evolution in the MS relation over the redshift range contained within a single bin (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', differing widths in shaded region in left-panel relative to right-panel).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, we adopt look-back time bins for our analysis.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The left panel is intrinsic MS scatter vs 𝑧phot and 𝑡lb binning with a linear regression fit to the look-back time bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The yellow star-like scatter points are the 𝑡lb binning data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We take the average of the data points in each mass bin and obtain error bars of intrinsic MS scatter by bootstrap resampling the distribution 100 times based on varying the individual values by their uncertainties and rebinning them.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The solid yellow line is the linear fit of intrinsic MS scatter versus 𝑡lb.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The right panel display the effect of binning number.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' A total of 12,380 galaxies are regrouped in 3, 6, 12 and 24 bins with red circles, yellow star, green squares and blue diamonds.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In each panel, we show the Spearman and Pearson correlation coefficients (𝑟𝑠 and 𝑟𝑝) as well as the corresponding p-values (𝑝𝑠, 𝑝𝑝) for different binning data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 𝑀∗ 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 − 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 − 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Log(M⊙) 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 − 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) > 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) 𝑧phot N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 428 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='36 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 897 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 922 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 239 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='47 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='06 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='47 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 365 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='11 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 1036 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 1660 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 831 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='41 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 247 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 776 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26 1430 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 953 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 102 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 300 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='27 663 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 616 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 69 202 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='24 227 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='33 261 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 25 78 74 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='37 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='36 72 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26 Table 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' "N" is the number of galaxies, "𝜎tot" is the galaxy SFR dispersion (standard deviation), "𝜎meas" is the MAGPHYS uncertainty in SFR and "𝜎int" is the intrinsic MS scatter in each 𝑀∗ bin.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The mass-incomplete data are marked as "-", but the number of galaxies in the binning interval are still shown.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Since all the 𝑀∗ < 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(𝑀⊙) galaxies lie in the mass-incomplete regime, they are not included in the table.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(SFR/Moyr-1) 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 - 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 MS at z = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 MS at z = 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 z: 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 ~ 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 MS at z = 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 mass-incomplete z: 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 ~ 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 MS at z = 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 mass-complete z: 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 ~ 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 MS at z = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 z: 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 ~ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 z: 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 ~ 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 MS at z = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 z: 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 ~ 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(M * /Mo)3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(SFR/Moyr-1) 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0: 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 tib = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48) tib : 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 ~5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr tib=6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1Gyr(z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='66) tib : 5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 ~ 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 tib = 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90) tib : 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 ~ 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr tib = 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22) tib : 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9 ~ 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1Gyr 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 tib = 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='70) tb :9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1~10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3Gyr tib = 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51) tib :10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3~11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(M* /M)Zphot 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='45 linear fit: = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='012tb+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='432 tib binning 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 Zphot binning 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 rs, ps = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='943, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='005 rs, ps = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='486, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='329 rp, Pp = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='956, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='003 rp, Pp = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='837, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='038 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20 4 5 6 7 8 9 10 11 12 Look-back time tb (Gyr)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='45 linear fit (3 bins): -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='017tib+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='477 linear fit (6 bins): -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='012tib+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='427 Intrinsic Scatter (log(oint/Moyr 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 linear fit (12 bins): -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='012tib+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='420 linear fit (24 bins): -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='012tib+0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='417 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 ps = -1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='000, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='005 rp, Pp = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='951,0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='199 = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='832,0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='001 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='864.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='000 rs, ps = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='770, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='000 rp, Pp = -0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='761, 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='000 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20 4 5 6 7 8 9 10 11 12 Look-back time tb (Gyr)Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11 𝑀∗ 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 − 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 − 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Log(M⊙) 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 − 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) > 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Log(M⊙) 𝑡lb(Gyr) N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int N 𝜎tot 𝜎meas 𝜎int 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9(z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48) 226 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='36 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 427 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 343 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='39 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='06 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='39 40 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1(z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='66) 222 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 532 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 674 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='38 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='37 195 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='47 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3(z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90) 240 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='11 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26 648 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 1082 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='33 504 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='39 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5(z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22) 219 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='11 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 696 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='33 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 1128 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='30 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 758 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='38 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='37 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7(z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='70) 280 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='28 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='27 855 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='27 1607 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 1316 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='32 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='08 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='31 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9(z=2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51) 49 131 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='07 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 140 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='09 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='34 157 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='29 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='27 Table 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Look-back time version of Table 1 by collecting and reassigning the 12,380 mass-complete data to 6 𝑡lb bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We exclude bins in which the number of galaxies is less than 50 (> 1011𝑀⊙ at 𝑡lb = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr), together with the mass-incomplete data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In general, the intrinsic MS scatter is still significantly larger than measurement uncertainty in new binning criteria, which avoids the effect of nonlinear 𝑡lb widths in previous 𝑧phot binning.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 4 DISCUSSION 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 Comparison to the halo mass-stellar mass relation The stochastic events that occurred throughout an SF galaxy’s history, including as galaxy mergers and supernova & AGN feedback, are assumed to be responsible for the inherent MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The amount of burstiness in SFH, which is probably related to galactic feedback mechanisms, is reflected in the distribution and evolution of intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In the left panel of Figure 12, we show the distribution of the intrinsic MS scatter versus 𝑀∗.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We see a minimum intrinsic MS scatter of ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 dex at 𝑀∗ ∼ 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25𝑀⊙.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We see a higher increase of ∼ 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 dex at higher mass (> 1011𝑀⊙) with decreasing look- back time for low redshifts (𝑡lb: 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9 - 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 Gyr) and a relatively flat relation at higher redshifts (𝑡lb ≳ 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In the low mass end (∼ 109𝑀⊙), where the galaxies are mass-incomplete, the intrinsic scatter rises from 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='35 to 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 dex.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For some of the redshift bins, this type of trend is qualitatively similar to the turnover that occurs in the halo mass-stellar mass (HMSM) relation (see Figure 2 of Wechsler & Tinker (2018)).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The shape of the HMSM relation is thought to be a consequence of feedback, with SF feedback reducing the SF efficiency in low-mass galaxies and AGN feedback reducing the SF efficiency in high-mass galaxies, with a turnover at halo mass 𝑀h ∼ 1012𝑀⊙, which is coincidentally corresponding to the upturn point of 𝑀∗-𝜎int panel at 𝑀∗ ∼ 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25𝑀⊙ in this study.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The intrinsic scatter in the MS is also expected to be linked to feedback, and this may account for similarities in the observed trends with the HMSM relation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In the right panel of Figure 12, we present a toy model where we relate the HMSM relation with the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We adopt the best-fit functional form and the parameterised data of the stellar mass halo mass (SMHM) relation from Equations 21 & 22 and Table 2 of Behroozi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2010).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Behroozi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2010) parameterize the evolution of SMHM relation in terms of 𝑀1, 𝑀∗,0, 𝛽, 𝛿 and 𝛾.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' All these variables vary with the scale factor 𝑎.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For our model, we convert the standard SMHM relation into HMSM fraction vs stellar mass (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', log(𝑀h/𝑀∗) vs log(𝑀∗), instead of log(𝑀∗/𝑀h) vs log(𝑀h).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This change results in the HMSM relation having an upturn shape instead of the usual downturn shape (because we invert the values in the y- axis ratio).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This modified HMSM relation presents a similar turnover feature as the ‘U-shaped’ distribution shown in the left subplot of Figure 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Considering time evolution, we renormalize the HMSM relation to match our data by multiplying the HMSM fraction by an arbitrary coefficient 𝑘𝑖 (𝑖 indicates different 𝑡lb), which is computed by the non-linear regression: log(𝜎int/𝑀⊙yr−1) = 𝑘𝑖 · 𝑓HMSM(𝑎), (7) 𝑡lb 𝑘𝑖 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='66) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='19 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='17 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='15 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='70) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='12 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10 Table 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Best-fit values for the constant factor 𝑘𝑖 at different bins of look-back time for our toy model given by Equation 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' where 𝜎int is the intrinsic MS scatter, 𝑘𝑖 is a constant factor (see Table 3) and 𝑓HMSM(𝑎) = 𝑀h/𝑀∗ is the HMSM fraction that varies with the scale factor, 𝑎 (Behroozi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2010).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The Equation 7 does a reasonable job of matching the trends for the first four time bins (4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9- 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr), but the final two bins (9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 and 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr) favor a flatter shape than our toy model at high 𝑀∗.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At the lower and higher mass ends, the increasing intrinsic MS scatter may be driven by the feedback of supernovas and AGNs, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In contrast, in the mid-range of stellar mass (10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 < log(𝑀∗/𝑀⊙) < 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5), the intrinsic MS scatter relation reaches a minimum (maximum in HMSM relation), reflecting the maximum conversion efficiency of gas to baryon and is thought to be linked to a minimum in the influence of starburst and galaxy feedback.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We notice a large discrepancy between our data with shifted HMSM fraction at higher redshifts, which may be due to the low quality of observational data at high redshifts or differences in feedback mechanisms in the earlier universe.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For example, high-𝑧 observational limitation can lead to larger uncertainties on SFR and make it more difficult to constrain the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' On the other hand, weaker AGN feedback for high-𝑀∗ galaxies at high-𝑧 may also account for the almost constant intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 Comparison to observational studies We compare our measurements of the intrinsic MS scatter with some previous studies in Figure 13.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Traditionally, a redshift-independent width of MS at either 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 or 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 dex is founded in observations (Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Noeske et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2012;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Ciesla et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Kurczynski et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2016), which is lower than our results.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In contrast, Kurczynski et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2016);' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Santini et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2017);' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) report a redshift evolution of intrinsic MS scatter, which spans a wider range from 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 to 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9 dex.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Our data show a similar trend to the ‘U-shaped’ distribution de- scribed in Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' They used the DEVILS survey, con- taining ∼60,000 galaxies with spectroscopic redshifts ranging from 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 to 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='85.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In the case of 𝑧phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, where our samples have red- shift overlap, the intrinsic MS scatter trend along the 𝑀∗ is highly consistent with the ‘U-shaped’ distribution, except we have signifi- cantly smaller intrinsic MS scatter (0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='24 - 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='40 dex in this study, while ∼0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 - 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 dex in Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022)).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At low stellar mass, Davies MNRAS 000, 1–15 (2022) 12 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Left panel: the intrinsic MS scatter 𝜎(log(SFR)) vs 𝑀∗ for our 6 look-back time bins.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Solid lines connect the mass-complete data and dashed lines indicate the mass-incomplete regions.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Right panel: we show a fit of our toy model (relation indicated in the panel), based on the halo mass to stellar mass fraction vs stellar mass relation Behroozi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2010) normalized by a constant factor, normalized by a constant factor, relative to our intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Similar to the left, we indicate the mass-complete and mass-incomplete regions with solid and dashed lines, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 13.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' A comparison of our intrinsic MS scatter to previous studies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The first three panels display the distribution of intrinsic MS scatter over 𝑀∗ at 𝑧phot < 1, 1 < 𝑧phot < 2 and 𝑧phot > 2, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The star symbols are the results in this study.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The pentagon symbols show the results from Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022), while the curves in the top left panel are polynomial fitting curves to their data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The filled pentagons are the fitting range of Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The circles are the results from Kurczynski et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2016), while the squares represent the data from Santini et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2017).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The horizontal dashed line in the bottom indicates a constant intrinsic MS scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 dex (Daddi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Ciesla et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Speagle et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2014), while the solid line represents a non-evolving scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='20 dex (Noeske et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2007;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2012;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Pessa et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2021).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Our data are quantitatively similar to Kurczynski et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2016);' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 tib = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48) tib = 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='66) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 tib = 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90) tib = 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 tib = 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='70) log(oint/Moyr-1 tib = 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 mass-incomplete mass-complete 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(M* /Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 log(oint/Moyr-1) = kj - fHMSM log(oint/Moyr-1) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(M* /Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 z<1 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 log(oint/Moyr 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 7 8 9 10 11 12 log(M* /Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 1<<2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 log(int/Moyr-1) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 8 9 10 12 11 log(M*/Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8 Z>2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 (t-/w/ul0)60l 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 8 9 10 12 7 11 log(M*/Mo)constant scatter = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 dex Davies+22, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='85 constant scatter = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 dex Kurczynski+16, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5-1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 ★★★★★★ tib = 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='48) Kurczynski+16, z:1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0-1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 tib = 6.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='66) Kurczynski+16, z:1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5-2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 tib = 7.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3Gyr (z=0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='90) Kurczynski+16, z:2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0-2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 tib = 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='22) Kurczynski+16, z:2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5-3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 tib = 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Gyr (z=1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='70) Santini+17, z:1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3-2 tib = 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (z=2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51) Santini+17, z:2-3 Davies+22, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 Santini+17, z:3-4 Davies+22, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 Santini+17, z:4-5 Davies+22, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='55 Santini+17, z:5-6 Davies+22, z:0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='55-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 13 et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) suggest that the intrinsic MS scatter is driven by stochas- tic starbursts and stellar feedback events;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' while the galaxies become more massive and reach intermediate stellar mass (around 1010𝑀⊙), the galaxies are too massive so that the effect of star formation and galaxy feedback is less significant.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In this study, intrinsic MS scatter increases at high stellar mass (log(𝑀∗/𝑀⊙) ≳ 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3), consistent with the ‘U-shaped’ distribution.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) conclude that AGN feedback leads to a large scatter at the high mass end.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We note that in our selection, we removed sources with current AGN signatures (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1), but that the feedback from previous AGN will still affect the MS scatter over longer timescales than the AGN duty cycle.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As the redshift increases, more data in the low stellar mass end are identified as mass-incomplete due to IR selection.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, we can still rec- ognize that the intrinsic MS scatter tends to increase when galaxies become more massive for 𝑀∗ > 1010𝑀⊙.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' With increasing redshift, we notice that the right half of the ‘U-shaped’ distribution becomes flattered and even decreases at 𝑡lb = 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='9Gyr (𝑧phot = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='51).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This suggests that the star-forming and feedback activity or efficiency for high-mass galaxies in the early universe may differ relative to lower redshifts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Regarding the higher intrinsic MS scatter in Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) relative to our results, we think this is due to the following reasons: (1) They do not include photo-z uncertainties in the SED modeling, which results in an underestimate of the measurement uncertainty (on 𝑀∗ and SFR), and hence, an overestimation of the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2) They derive galaxy properties for the D10 field of DEVILS (Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018) by using different SED fitting code, PROSPECT (Robotham et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2020).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Large differences in obtained properties are produced by different derivation techniques applied to various photometric data (see the comparison between PROSPECT and MAGPHYS3 in Thorne et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2021)).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (3) They adopt the U-V-J selection rather than sSFR cut so that the samples in Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) contain low-sSFR galaxies (see the discussion of these two selection criteria in Appendix A).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, in our selection criteria, these galaxies are identified as quenched and removed.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The addition of quenched galaxies severely enlarges the MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As will be shown in Section 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 when comparing to simulations, the amplitude of the intrinsic MS scatter is very sensitive to the choice of sSFR cuts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For example, Leja et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022) demonstrate that fixed-sSFR cuts may reduce the inferred MS scatter, particularly at the highest stellar mass.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (4) They do not strictly require detection in the IR bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' As discussed in Section 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3, the SED fitting in the absence of IR information results in considerable uncertainty of derived SFR, which may increase the SFR standard deviation and inferred intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 4.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 Comparison to theoretical studies We first compare to results from the SHARK semi-analytic models (left panel of Figure 14;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Lagos et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For SHARK, we select galaxies with stellar masses between 108.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='25 −1011.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75𝑀⊙ within ±1 dex along the MS for each redshifts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We calculate the standard deviations of the median SFRs for selected galaxies and present the results as the dot-dashed lines in Figure 14.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' A notable difference from the observational data is that the overall scatter in SHARK is larger than observational data in the mass-complete range, particularly for the highest redshift bin.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find a common trend that the SHARK results 3 We pick MAGPHYS+photo-z in this study because this code can treat red- shift as a free parameter and derive the 𝑧phot and the corresponding measure- ment uncertainty.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' follow a similar ‘U-shaped’ distribution at each redshift, though the minimum and maximum points occur at a stellar mass < 1010𝑀⊙ and > 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75𝑀���, respectively.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We suggest that the consistent ‘upturn’ feature in SHARK also indicates the effect of past AGNs for 𝑀∗ ≳ 1010𝑀⊙.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We also observe a flat or decreasing scatter in SHARK for galaxies in the range of 𝑀∗ ≥ 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75𝑀⊙.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This occurrence indicates that galaxies in this mass range are shifted below the chosen sSFR limit because AGNs have a more significant impact on them.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We also investigate the effect of the sSFR cut on intrinsic MS scatter and find that the stricter sSFR cut leads to a smaller amplitude of the intrinsic MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For instance, the intrinsic MS scatter will be reduced by ∼ 1 dex overall when we pick a selection with a narrower sSFR cut, such as ±0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 dex along the MS, rather than ±1 dex.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Next, we compare the results with EAGLE hydrodynamical sim- ulations (right panel of Figure 14;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Matthee & Schaye 2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We redivide the data in redshift binning at 𝑧phot = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5, 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0, 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 and 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 for a proper comparison with Figure 3 in Matthee & Schaye (2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Matthee & Schaye (2019) adopt SF galaxies with evolved sSFR se- lection (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', log(sSFR/yr−1) = −10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 at 𝑧 = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 and increases to −9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 at 𝑧 = 3) and measure the scatter from the residuals by us- ing the non-parametric local polynomial regression method.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Then they obtain the intrinsic MS scatter by subtracting the observational errors derived by median uncertainties of the observational sample from Chang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2015).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The EAGLE results suggest lower intrinsic MS scatter at higher redshift for 𝑀∗ < 109.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8𝑀⊙ and similar intrinsic MS scatter for 𝑀∗ > 109.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8𝑀⊙, with a downward ‘U-shaped’ feature appearing at z = 2 and 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This shape differs substantially from our findings.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Unlike the decreasing trend with stellar mass from simu- lation, the intrinsic MS scatter in this study decreases initially but increases at the high mass end.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Matthee & Schaye (2019) consider that supermassive black hole growth accounts for the increasing scat- ter at 𝑀∗ ≈ 109.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8𝑀⊙ at high redshift.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, our results suggest the influence of the feedback mechanism from previous AGNs might be more significant at higher stellar masses (𝑀∗ ≳ 1010.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3𝑀⊙) at low redshift.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The intrinsic MS scatter at each redshift bin is also larger than Matthee & Schaye (2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We suspect that different physics (e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='g.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', feedback, SF model) adopted in EAGLE give rise to the quanti- tative difference to our results and from SHARK.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 5 CONCLUSIONS In this paper, using the selection of 12,380 SF galaxies from the COSMOS2020 database and adopting the MAGPHYS+photo-z SED fitting code, we characterise the intrinsic scatter of galaxy MS over the redshift range 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find that the intrinsic MS scatter is larger than the measure- ment uncertainty by a factor of 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4-2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 when IR data is available for accurately constraining the dust-obscured star formation (Section 3), with measured MS scatter in the range of 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='26-0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='47 dex.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For the COSMOS2020 sample, the inclusion of IR data is the dominant factor (over 𝑧phot uncertainty), affecting the accuracy of measuring the scatter on the MS.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Binning the data according to either redshift or look-back time, we find a slightly negative correlation between intrinsic MS scatter and look-back time (Equation 6) but with an upturn at 𝑡lb ≳ 10Gyr.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' To connect the intrinsic MS scatter with the feedback mecha- nism, we present a toy model that uses the Behroozi et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2010) SMHM relation (Equation 7), which does a reasonable job of match- ing the distribution of intrinsic MS scatter over 𝑀∗ and redshift (Figure 12), although with less agreement at the highest redshifts.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 14 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure 14.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Left panel: we compare our results with SHARK models and show the sensitivity of the intrinsic MS scatter to the chosen boundary of sSFR (i.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='e.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', ±1 and ±0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 dex).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The trends in SHARK show rough qualitative agreement with our observational results but with slight differences in the normalization, which is sensitive to the adopted sSFR cut.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Right panel: we overlap the results from the SHARK (dot-dashed lines) and EAGLE (solid bands) simulations (Lagos et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 2018;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Matthee & Schaye 2019) with our data.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' For both panels, we have modified our bins to be consistent with the bins used in Matthee & Schaye (2019).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' At 𝑀∗ > 109.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='8𝑀⊙, where we are mostly mass-complete, we find differing trends between the observational results and the EAGLE simulations, and also note there are large differences in the trends inferred from SHARK and EAGLE.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We obtain error bars of intrinsic MS scatter by bootstrap resampling the data by their uncertainties 100 times and remeasuring the intrinsic scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We compare our results to other observational studies of the MS scatter.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Differing from a non-evolving, mass-independent scatter, our results are qualitatively similar to the ‘U-shaped’ intrinsic MS scatter distribution with stellar mass and redshifts found in Davies et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2022).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We compare the intrinsic MS scatter to some theoretical studies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' The consistent upturn trend in SHARK models suggests the agreement of the feedback mechanism from past AGN activity for galaxies with 𝑀∗ > 1010𝑀⊙.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' These comparisons highlight the significant influ- ence that sSFR cuts can have on the measured value of the ‘intrinsic’ MS scatter and that particular care needs to be taken with such com- parisons.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We also find that the behaviour of intrinsic MS scatter diverges significantly between our study and EAGLE Simulation.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In the future, the most significant gain in our understanding of the evolution in the MS scatter will come from deeper surveys in rest- frame IR to enable accurate characterization of the MS scatter at both low stellar masses and higher redshifts, where our current sample is severely limited.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' There is a weak agreement between observation data and theory in Equation 7 for high-𝑧 and low mass cases.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' In particular, better sampling in these regimes will provide a clear test of whether our toy model linking the MS scatter to the HMSM relation is reasonable.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Alternatively, we also plan to explore less- restrictive selection criteria in the IR bands to push our sample to include more low-𝑀∗ and/or high-𝑧 sources from existing surveys.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' ACKNOWLEDGEMENTS The authors appreciate the referee, Antonios Katsianis, who provided valuable and insightful comments on the manuscript.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Parts of this research were supported by the Australian Research Council Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D), through project number CE170100013.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We thank the COSMOS team for making the data products that we used in this project.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' is supported by the Australian Research Council through the Discovery Early Career Researcher Award (DECRA) Fellowship DE220100766 funded by the Australian Government.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We also thank Jorryt Matthee for correspondence regarding his study using the EAGLE survey.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' This research was conducted on Ngunnawal Indigenous land.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' DATA AVAILABILITY The observational data used in this paper are publicly available through catalog and imaging data releases from the COSMOS survey team (see Section 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Other data products can be made available upon reasonable request to the first author.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' REFERENCES Arnouts S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2002, MNRAS, 329, 355 Barro G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2017, ApJ, 840, 47 Battisti A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2019, ApJ, 882, 61 Battisti A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, MNRAS, 513, 4431 Behroozi P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Conroy C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Wechsler R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' H.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2010, ApJ, 717, 379 Bisigello L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Caputi K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' I.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Grogin N.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Koekemoer A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, A&A, 609, A82 Bruzual G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Charlot S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2003, MNRAS, 344, 1000 Caplar N.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Tacchella S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2019, MNRAS, 487, 3845 Chabrier G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2003, PASP, 115, 763 Chang Y.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='-Y.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', van der Wel A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', da Cunha E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Rix H.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='-W.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, ApJS, 219, 8 Ciesla L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2014, A&A, 565, A128 Curtis-Lake E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Chevallard J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Charlot S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Sandles L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2021, MNRAS, 503, 4855 Daddi E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2007, ApJ, 670, 156 Daddi E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, A&A, 661, L7 Davies L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, MNRAS, 480, 768 Davies L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, MNRAS, 509, 4392 Donley J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2012, ApJ, 748, 142 Donnari M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2019, MNRAS, 485, 4817 Guo Y.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2013, ApJS, 207, 24 Ilbert O.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2006, A&A, 457, 841 Jin S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, ApJ, 864, 56 Johnston R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Vaccari M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Jarvis M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Smith M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Giovannoli E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Häußler B.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Prescott M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, MNRAS, 453, 2540 Katsianis A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2019, ApJ, 879, 11 Katsianis A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2020, MNRAS, 492, 5592 MNRAS 000, 1–15 (2022) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 SHARK, ±1 dex SHARK, ±0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='75 dex 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 log(oint/Moyr-) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(Mstar/Mo)0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='7 z = 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 SHARK, ±1 dex ☆★ z= 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 mass-incomplete 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='6 z = 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 mass-complete Z = 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 EAGLE log(oint/Moyr-1) 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='4 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='3 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='2 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='1 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 8.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 9.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 10.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 12.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 log(Mstar/Mo)Intrinsic MS Scatter at 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 < 𝑧 < 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 15 Katsianis A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Yang X.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Zheng X.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2021, ApJ, 919, 88 Kennicutt R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Evans N.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2012, ARA&A, 50, 531 Kirkpatrick A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2013, ApJ, 763, 123 Kurczynski P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2016, ApJ, 820, L1 Lagos C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' d.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Tobar R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Robotham A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Obreschkow D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Mitchell P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Power C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Elahi P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, MNRAS, 481, 3573 Leja J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, ApJ, 936, 165 Leslie S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2020, ApJ, 899, 58 Madau P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Dickinson M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2014, ARA&A, 52, 415 Matthee J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Schaye J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2019, MNRAS, 484, 915 Noeske K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2007, ApJ, 660, L43 Pearson W.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, A&A, 615, A146 Pessa I.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2021, A&A, 650, A134 Popesso P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, arXiv e-prints, p.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' arXiv:2203.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='10487 Renzini A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Peng Y.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='-j.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, ApJ, 801, L29 Robotham A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Bellstedt S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Lagos C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' d.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Thorne J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Davies L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Driver S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Bravo M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2020, MNRAS, 495, 905 Santini P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2017, ApJ, 847, 76 Schreiber C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, A&A, 575, A74 Seymour N.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2008, MNRAS, 386, 1695 Somerville R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Davé R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, ARA&A, 53, 51 Sparre M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Hayward C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Feldmann R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Faucher-Giguère C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='-A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Muratov A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Kereš D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Hopkins P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' F.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2017, MNRAS, 466, 88 Speagle J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Steinhardt C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Capak P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Silverman J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2014, ApJS, 214, 15 Tacchella S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Dekel A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Carollo C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Ceverino D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', DeGraf C.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Lapiner S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Mandelker N.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Primack Joel R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2016, MNRAS, 457, 2790 Thorne J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2021, MNRAS, 505, 540 Tomczak A.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2016, ApJ, 817, 118 Weaver J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2022, ApJS, 258, 11 Wechsler R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' H.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Tinker J.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' L.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2018, ARA&A, 56, 435 Whitaker K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', van Dokkum P.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Brammer G.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Franx M.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2012, ApJ, 754, L29 Whitaker K.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2014, ApJ, 795, 104 da Cunha E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Charlot S.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', Elbaz D.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2008, MNRAS, 388, 1595 da Cunha E.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=', 2015, ApJ, 806, 110 APPENDIX A: sSFR SELECTION VS U-V-J CUT We show a comparison between the conventional U-V-J (in rest- frame) selection from Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2012) and our adopted sSFR selection (see Figure A1).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Since the sSFR is computed by multi- band SED fitting, we expect this technique will be more accurate in excluding quenched galaxies than a color-color cut based on U, V, and J bands.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' We find that 75% of galaxies below our sSFR cut are excluded by the U-V-J cut, so the majority of ‘quenched’ galaxies in our samples are also designated as ‘passive’ in the U-V-J diagram.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' However, only 5.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='17% galaxies that were eliminated by U-V-J selec- tion lie below our sSFR cut.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Hence, the bulk of galaxies excluded by the colour-colour cut for our sample are SF galaxies;' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' presumably, they are dusty SF galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Therefore, we adopt an sSFR cut rather than U-V-J cut to remove quenched galaxies for our analysis.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 16 R.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Huang et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Figure A1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Left panel: U-V-J diagram lot for the 13,071 𝜒2 selection galaxies.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' Right panel: in addition to Figure 4, we show the galaxies removed by U-V-J cut from Whitaker et al.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' (2012).' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' 64 galaxies are excluded by the sSFR cut, and 929 galaxies are excluded by the U-V-J cut, whereas only 48 of them are marked as quenched galaxies jointly by both selections.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content=' MNRAS 000, 1–15 (2022) 3 2 1 U U-V-J cut Encloses 68% Encloses 95% removed by sSFR cut Encloses 99% 0 1 2 3 468% enclosed curve 95% enclosed curve 8 sSFR cut: 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='57Zphot - 11.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='60 removed by UVl cut log(sSFR/yr-1) 10 12 0.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 1.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 2.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='5 3.' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'} +page_content='0 Zphot' metadata={'source': '/home/zjlab/wf/langchain-ChatGLM/knowledge_base/KtA0T4oBgHgl3EQfCv_p/content/2301.01995v1.pdf'}