Datasets:
url stringlengths 17 838 | text stringlengths 509 588k | meta dict |
|---|---|---|
http://sites.bu.edu/ombs/tag/lasers/ | As a neuroscientist, one typically becomes accustomed to thinking outside of the “box.” After all, the brain is incredibly complex and cryptic, and some creative thought is required to develop methods to uncover its secrets.
Francis Crick advised that the greatest hurdle standing in the way of neuroscience is the inabi... | {
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http://www.healthline.com/health/multiple-sclerosis?globalHeader=yes | Table of Contents:
- Symptoms of MS
- What Is Multiple Sclerosis?
- Multiple Sclerosis Treatment
- Early Signs of MS
Part 1 of 11
What are the symptoms of MS?
People with MS experience a wide range of symptoms. Due to the nature of the disease, it can vary widely from one person to another. The symptoms can change in s... | {
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http://www.corestandards.org/Math/Content/5/introduction/ | In Grade 5, instructional time should focus on three critical areas: (1) developing fluency with addition and subtraction of fractions, and developing understanding of the multiplication of fractions and of division of fractions in limited cases (unit fractions divided by whole numbers and whole numbers divided by unit... | {
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http://affordsolartech.com/wind-generators-for-sale.html | Renewable electricity production, from sources such as wind power and solar power, is sometimes criticized for being variable or intermittent, but is not true for concentrated solar, geothermal and biofuels, that have continuity. In any case, the International Energy Agency has stated that deployment of renewable techn... | {
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https://www.chemistryworld.com/news/impact-of-extra-terrestrial-glycine-delivery-could-have-created-nucleobase-precursors/3010579.article | Quantum simulations show that comets and other celestial bodies may have not only delivered building blocks for life to Earth, but also synthesised them on impact
Researchers from the US have discovered that exposing glycine solutions to sudden heat and pressure – 3000K and 48GPa to mimic a comet impacting Earth – can ... | {
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https://restorationchristianculture.org/speaker/jean-jacques-rousseau/ | Jean-Jacques Rousseau, (born June 28, 1712, Geneva, Switzerland—died July 2, 1778, Ermenonville, France), Swiss-born philosopher, writer, and political theorist whose treatises and novels inspired the leaders of the French Revolution and the Romantic generation.
Rousseau was the least academic of modern philosophers an... | {
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"timestamp": "2026-01-18T07:31:37.579201",
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https://pmj.bmj.com/content/80/940/72 | The first medical article on the hazards of asbestos dust appeared in the British Medical Journal in 1924. Following inquiries by Edward Merewether and Charles Price, the British government introduced regulations to control dangerous dust emissions in UK asbestos factories. Until the 1960s these appeared to have addres... | {
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http://www.reachoutmichigan.org/funexperiments/quick/hawaii/Craters.html | Hawai'i Space Grant College, Hawai'i Institute of Geophysics and
Planetology, University of Hawai'i, 1996
To determine the factors affecting the appearance of impact craters
The circular features so obvious on the Moon's surface are
impact craters formed when impactors smashed into the surface.
The explosion and excava... | {
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"timestamp": "2026-01-18T07:31:40.344021",
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http://www.databasejournal.com/features/mssql/article.php/3693856/Lesson-3-Working-with-SQL-Server.htm | In this lesson, you'll learn how to connect and log into SQL Server, how to issue SQL Server statements, and how to obtain information about databases and tables.
Making the Connection
Now that you have a SQL Server DBMS and client software to use with it, it would be worthwhile to briefly discuss connecting to the dat... | {
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"timestamp": "2026-01-18T07:31:40.344021",
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https://www.everydayhealth.com/skin-and-beauty-photos/how-to-identify-common-bug-bites.aspx | How to Identify Common Bites and Stings
Getting bitten by a bug can be a creepy experience, especially if you don’t know what tiny creature left you with that red, throbbing welt on your skin. Don’t panic. Most bites and stings from common insects are harmless and heal quickly. But some bites and stings, like those fro... | {
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"timestamp": "2026-01-18T07:31:40.344021",
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http://docs.python.org/release/1.5.2p2/lib/module-rotor.html | This module implements a rotor-based encryption algorithm, contributed by Lance Ellinghouse. The design is derived from the Enigma device, a machine used during World War II to encipher messages. A rotor is simply a permutation. For example, if the character `A' is the origin of the rotor, then a given rotor might map ... | {
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"timestamp": "2026-01-18T07:31:42.644881",
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http://www.icr.org/article/5350/243/ | Quasars Quash Big Bang Assumption
by Brian Thomas, M.S. *
According to the most prominent naturalistic theory of origins, the universe began over 13 billion years ago in a "Big Bang" that flung matter, energy, and space outward.
But quasars near some of the most distant galaxies have posed a problem for this view. A ne... | {
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"timestamp": "2026-01-18T07:31:42.644881",
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http://www.educationworld.com/a_lesson/03/lp322-03.shtml | |Back to Taking Notes Lesson Plan|
Use crayons or markers to teach note-taking skills.
note taking, notes, study skills, research, Earhart, theme
About the Lesson
This lesson employs a brief biography of Amelia Earhart as the starting point for note-taking exercises. The Earhart biography is only a suggested starting p... | {
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"timestamp": "2026-01-18T07:31:44.706789",
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http://psychcentral.com/news/archives/2005-02/uopm-bcr021405.html | Research represents big step toward development of brain-controlled artificial limbs for people
WASHINGTON, Feb. 17 – Reaching for something you want seems a simple enough task, but not for someone with a prosthetic arm, in whom the brain has no control over such fluid, purposeful movements. Yet according to research p... | {
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https://en.wikipedia.org/wiki/Distraction_display | Distraction displays, also known as diversionary displays, or paratrepsis are anti-predator behaviors used to attract the attention of an enemy away from something, typically the nest or young, that is being protected by a parent. Distraction displays are sometimes classified more generically under "nest protection beh... | {
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"timestamp": "2026-01-18T07:31:44.706789",
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http://phys.org/news/2014-08-cordilleran-terrane-collage.html | In the August 2014 issue of Lithosphere, Steve Israel of the Yukon Geological Survey and colleagues provide conclusions regarding the North American Cordillera that they say "are provocative in that they blur the definition of tectonic terranes, showing that many observations of early geologists can be attributed to ev... | {
"palladium_score": 3.613053798675537,
"timestamp": "2026-01-18T07:31:49.141454",
"source": "Palladium-STEM (Preview)"
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http://www.technologyreview.com/article/428115/not-your-kids-sandbox/ | Smart Pebbles: To test their algorithm, researchers designed tiny cubes with built-in processors and magnets.
Imagine that you have a big box of sand in which you bury a tiny model of a footstool. A few seconds later, you reach into the box and pull out a full-size footstool: the sand has organized itself into a large-... | {
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"timestamp": "2026-01-18T07:31:49.141454",
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https://www.programming-techniques.com/2019/04/introduction-to-cpp-programming-language.html | Introduction to C++ Programming language
Definition of C++
C++ is a case-sensitive, general purpose, and a free-form programming language that supports procedural, object-oriented, and generic programming. As it encapsulates both high and low-level language features, C++ is a middle-level language. A lot of platform li... | {
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"timestamp": "2026-01-18T07:31:53.645174",
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http://www.akshardhool.com/ | What the future holds? Is the question that has been obsessing the human mind, ever since the dawn of wisdom awakened the mankind? As humans watched the day and night skies, they realized periods or cycles in which celestial or heavenly bodies made themselves appear in the sky. The basic of these was of course the sun,... | {
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"timestamp": "2026-01-18T07:31:53.645174",
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http://ioarvanit.gr/en/archives/2992 | Measuring distances from our robot to other objects, is one of the most common data we want to obtain. For example, if we are building an autonomous vehicle, we want to check it’s distance from obstacles to help it make the right decision about it’s course. There are also many more examples of robots that we want them ... | {
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"timestamp": "2026-01-18T07:31:53.645174",
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http://wwx.wikia.com/wiki/Lebensraum | |Part of the Politics series on|
|Flag of Nazi Germany|
</table> Template:Audio (German for "living space") was a belief in Germany in the early 20th century that Germany needed new land to expand in, especially toward the east. It became a major motivation for Nazi Germany's territorial aggression after 1937. Lebensra... | {
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"timestamp": "2026-01-18T07:31:58.446915",
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End of preview. Expand in Data Studio
⚛️ Palladium-STEM (Preview): High-Density Scientific Corpus
"The Top 0.17% of the Open Web."
Overview
This dataset is a 25,000-document preview of the upcoming Palladium-V2 STEM Corpus. It represents the "Platinum Tier" survivors from a pool of 14.8 million scanned documents, selected for high information density, academic rigor, and reasoning capability.
The "Goldilocks" Methodology
Unlike standard web scrapes, this data was processed using a custom GPU-accelerated refinery:
- CPU Gatekeeper: Filters for academic structure, citations, and mathematical notation (LaTeX, proofs, algorithms).
- GPU Classifier: A BERT-based educational model scores every document on pedagogical quality.
- The Result: A 0.17% yield rate. We rejected 99.83% of the content to leave only high-grade signal.
Data Provenance
- Sources: High-authority domains including
phys.org,wikipedia.org,newscientist.com,betterlesson.com, and university domains (.edu). - Content: Hard sciences (Physics, Chemistry), Mathematics (Proofs, Logic), Computer Science (Algorithms), and Academic Curriculum.
- Quality: Average educational score of 3.78 / 5.0 (vs. standard web average of <1.5).
Usage
This preview is intended for:
- Pre-training LLMs on high-quality reasoning data.
- Fine-tuning models for STEM tasks.
- Evaluating data quality filters.
Full Dataset (Coming Soon)
The full Palladium-V2 corpus (targeting 5M+ documents / 5B+ tokens) is currently mining. [Contact us for early access]
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