ESM2: 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
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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 | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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 Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Context-only references | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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 | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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 | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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-ccd1160ad4ec27 Context-only references | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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 ESM2: uses model ESM-2 Context-only references | Enhanced prediction of protein functional identity through the integration of sequence and structural features Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity Version: PMC11609699.1 | 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
- Enhanced prediction of protein functional identity through the integration of sequence and structural features · Original source · PMC11609699.1
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-6caeb10b9f7cfd063179
- areas
- proteins-complexes
- field
- links:uses_model:discovery-model-esm-2
- target id
- discovery-model-esm-2
- source locator
- Section Prediction with ESM-2; esm2_t33_650M_UR50D embeddings followed by cosine similarity
- 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: ESM2