OHE ESM-1v: uses model ESM-1v
These supervised estimators consume ESM-1v predictions and/or embeddings alongside other features. The full estimator uses ESM-1v; it is not identical to ESM-1v.
Evidence
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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 |
|---|---|---|
| attributes.field links:uses_model:discovery-model-esm-1v Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Section 4.2 Supervised benchmarks, Baselines; Table 3 Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.target_id discovery-model-esm-1v Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description These supervised estimators consume ESM-1v predictions and/or embeddings alongside other features. The full estimator uses ESM-1v; it is not identical to ESM-1v. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject proteingym-method-ohe-esm-1v Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name OHE ESM-1v: uses model ESM-1v Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design Section 4.2 Supervised benchmarks, Baselines; Table 3 Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
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Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-19d7e0f845794e184f14
- areas
- proteins-complexes
- field
- links:uses_model:discovery-model-esm-1v
- target id
- discovery-model-esm-1v
- source locator
- Section 4.2 Supervised benchmarks, Baselines; Table 3
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. These supervised estimators consume ESM-1v predictions and/or embeddings alongside other features. The full estimator uses ESM-1v; it is not identical to ESM-1v.
Related records
- subject: OHE ESM-1v