ESM-2: uses model ESM-2
Source describes ESM-2 as an encoder/backbone/component of the evaluated estimator. Preserve the composite method as uses_model, not a family-equivalent ESM-2 score.
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-2 Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Methods: frozen representations followed by task-specific MLP or linear classifier Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.target_id discovery-model-esm-2 Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Source describes ESM-2 as an encoder/backbone/component of the evaluated estimator. Preserve the composite method as uses_model, not a family-equivalent ESM-2 score. Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: subject reported-model-d25dab1a9c4fff Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name ESM-2: uses model ESM-2 Context-only references | Endowing protein language models with structural knowledge Methods: frozen representations followed by task-specific MLP or linear classifier Version: PMC12603367.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
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Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- Endowing protein language models with structural knowledge · Original source · PMC12603367.1
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-c1b039dc3707357223a4
- areas
- proteins-complexes
- field
- links:uses_model:discovery-model-esm-2
- target id
- discovery-model-esm-2
- source locator
- Methods: frozen representations followed by task-specific MLP or linear classifier
- 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. Source describes ESM-2 as an encoder/backbone/component of the evaluated estimator. Preserve the composite method as uses_model, not a family-equivalent ESM-2 score.
Related records
- subject: ESM-2