config-mlagentbench-gpt-4-1: parameters
Parameters of MLAgentBench, GPT-4.1 backend (BioML-bench)
Repository default for MLAgentBench: llm-name, edit-script-llm-name and fast-llm-name gpt-4.1-2025-04-14
Descriptive fact transcribed from the pinned source.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Claimed field attributes.parameters Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
| Source location Repository agents/mlagentbench/config.yaml at commit 673f3d8 Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
| Claimed value Repository default for MLAgentBench: llm-name, edit-script-llm-name and fast-llm-name gpt-4.1-2025-04-14 Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
| Description Descriptive fact transcribed from the pinned source. Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
| Relationship: subject lit-agents-20261013-biomlbench-config-mlagentbench-gpt-4-1 Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
| Name config-mlagentbench-gpt-4-1: attributes.parameters Context-only references | science-machine/biomlbench repository at commit 673f3d8 Repository agents/mlagentbench/config.yaml at commit 673f3d8 Version: Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)' | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the codeload tar.gz archive for the commit; two downloads gave identical bytes. Per-file hashes of the files cited are in sources.md. |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- science-machine/biomlbench repository at commit 673f3d8 · Original source · Git commit 673f3d8d3462fc6cdcbbd9695fba612b9332ca65 (2025-09-14, head of main at retrieval); README title 'BioML-bench (v0.1-alpha)'
Technical metadata and extraction receipts
Stable ID: lit-agents-20261013-biomlbench-claim-mlagentbench-repo-llm
- areas
- molecular-interactions; protein-function; single-cell
- contexts
- research
- field
- attributes.parameters
- value
- Repository default for MLAgentBench: llm-name, edit-script-llm-name and fast-llm-name gpt-4.1-2025-04-14
- source locator
- Repository agents/mlagentbench/config.yaml at commit 673f3d8
- review
- method: source-hash-verification; independent-cell-check; method note: Re-downloaded the codeload archive (SHA-256 matches the source record) and the cited files (per-file SHA-256 match sources.md); compared the claim value with the file contents.; reviewer: claude; reviewer note: Claude (Opus 5.5) research agent, independent of the extractor; no human review claimed; date: 2026-10-13; artifact sha256: c23978275652d61452e710dfdf94613237b85ab9b90605af457d082c351ae559; retrieval url: https://codeload.github.com/science-machine/biomlbench/tar.gz/673f3d8d3462fc6cdcbbd9695fba612b9332ca65; note: Independent review 2026-10-13: matched the cited repository file at commit 673f3d8.