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license: cc-by-4.0
pretty_name: SmartGridBench Review Artifact
language:
- en
tags:
- smart-grid
- benchmark
- tool-use
- model-context-protocol
- llm-evaluation
configs:
- config_name: evidence_registry
data_files:
- split: train
path: data/evidence_registry.csv
- config_name: failure_taxonomy_current
data_files:
- split: train
path: data/failure_taxonomy_current.csv
- config_name: failure_taxonomy_current_auto_label_counts
data_files:
- split: train
path: data/failure_taxonomy_current_auto_label_counts.csv
- config_name: failure_taxonomy_current_failed_dim_counts
data_files:
- split: train
path: data/failure_taxonomy_current_failed_dim_counts.csv
- config_name: failure_taxonomy_current_manual_audit_counts
data_files:
- split: train
path: data/failure_taxonomy_current_manual_audit_counts.csv
- config_name: failure_evidence_table
data_files:
- split: train
path: data/failure_evidence_table.csv
- config_name: gcp_post175_70b_summary
data_files:
- split: train
path: data/gcp_post175_70b_summary.csv
- config_name: gcp_post175_core31_summary
data_files:
- split: train
path: data/gcp_post175_core31_summary.csv
- config_name: gcp_post175_final_summary
data_files:
- split: train
path: data/gcp_post175_final_summary.csv
- config_name: gcp_post175_mitigation_4tier_summary
data_files:
- split: train
path: data/gcp_post175_mitigation_4tier_summary.csv
- config_name: manual_judge_audit
data_files:
- split: train
path: data/manual_judge_audit.csv
- config_name: mitigation_before_after
data_files:
- split: train
path: data/mitigation_before_after.csv
- config_name: mitigation_run_inventory
data_files:
- split: train
path: data/mitigation_run_inventory.csv
- config_name: paper_grade_scenario_scores
data_files:
- split: train
path: data/paper_grade_scenario_scores.csv
- config_name: profiling_inventory
data_files:
- split: train
path: data/profiling_inventory.csv
- config_name: scenario_catalog
data_files:
- split: train
path: data/scenario_catalog.csv
---
# SmartGridBench Review Artifact
This anonymous reviewer artifact contains the paper-facing SmartGridBench scenario and evidence tables for a NeurIPS 2026 Evaluations & Datasets submission.
SmartGridBench evaluates tool-using language agents on Smart Grid transformer-maintenance workflows. The package includes 36 canonical scenario definitions (31 hand-authored plus 5 promoted generated scenarios), 5 negative schema fixtures, paper-grade evidence registries, summary tables, a compact judge-score table, a manual judge audit table, and a compact profiling/W&B inventory with private links redacted.
## Contents
- `data/scenario_catalog.csv`: tabular catalog of the 36 canonical scenario JSON files.
- `scenarios/*.json`: canonical scenario definitions: 31 hand-authored plus 5 promoted generated scenarios.
- `negative_checks/*.json`: intentionally invalid schema fixtures for validator checks.
- `data/evidence_registry.csv`: machine-readable ledger for paper-grade, superseded, diagnostic, and invalid cohorts.
- `data/gcp_post175_final_summary.csv`: paper-facing summary for 37 row groups and 2,420 judged trajectories.
- `data/gcp_post175_core31_summary.csv`: 31-scenario 8B core matrix summary.
- `data/gcp_post175_mitigation_4tier_summary.csv`: matched mitigation ladder summary.
- `data/gcp_post175_70b_summary.csv`: hosted 70B scaling summary.
- `data/mitigation_before_after.csv`: current post-PR175 mitigation before/after comparison export.
- `data/profiling_inventory.csv`: compact profiling/W&B inventory; private run URLs and artifact names are redacted.
- `data/paper_grade_scenario_scores.csv`: compact per-trial judge score table for included paper-grade rows.
- `data/manual_judge_audit.csv`: 12-row manual audit sanity check of the judge.
- `PROVENANCE.md`: source, inclusion, exclusion, and anonymization notes.
- `VALIDATION.md`: local package validation and leak-check notes.
- `MANIFEST.csv`: file-level SHA-256 manifest for this artifact package.
- `code/`: anonymized executable source snapshot with runners, MCP servers, configs, tests, and public-safe data fixtures.
## Code Package
An anonymized executable code package is included at `code/`. Reviewers can browse it at:
`https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/tree/main/code`
The code package includes its own `README.md`, `LICENSE.md`, and `CODE_PACKAGE_VALIDATION.md`. Code is MIT-licensed; the surrounding data/artifact package remains CC BY 4.0. Full benchmark execution requires model credentials and, for Plan-Execute paths, a reviewer-local AssetOpsBench checkout supplied via `AOB_PATH`.
## Croissant Metadata
This package includes an anonymous Croissant JSON-LD metadata file at:
`https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/croissant.json`
The Croissant metadata is a machine-readable description of the reviewer artifact. It is not a replacement for the Data Card, provenance notes, or paper limitations.
## License
Dataset documentation, scenario definitions, and derived evidence tables in this reviewer artifact are released under CC BY 4.0. Code in the associated benchmark repository is licensed separately under MIT.
## Version
- Package version: `neurips2026-review-v1`
- Package refreshed UTC: `2026-05-07T10:35:14Z`
- Package source snapshot SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
- Anonymous code snapshot SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
- Artifact import SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
- Evidence capture floor SHA: `1913c6e4703425f735d8cb8297cb890ba66bbeff`
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