ESM-1v (mut mean): uses model ESM-1v
FLIP uses one ESM-1v ensemble member to produce frozen embeddings for a separately trained pooling/prediction model. Preserve composition with uses_model despite current configuration kind.
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 | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | 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 Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Context-only references | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | 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 | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description FLIP uses one ESM-1v ensemble member to produce frozen embeddings for a separately trained pooling/prediction model. Preserve composition with uses_model despite current configuration kind. Context-only references | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject flip-method-esm-1v-mut-mean Context-only references | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ESM-1v (mut mean): uses model ESM-1v Context-only references | flip primary benchmark evidence Table 3 Baseline methods; pooling methods immediately below; Tables 4–6 Version: 2021 manuscript | 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
- flip primary benchmark evidence · Original source · 2021 manuscript
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-ecaba7a47380b1e4470c
- areas
- proteins-complexes
- field
- links:uses_model:discovery-model-esm-1v
- target id
- discovery-model-esm-1v
- source locator
- Table 3 Baseline methods; pooling methods immediately below; Tables 4–6
- 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. FLIP uses one ESM-1v ensemble member to produce frozen embeddings for a separately trained pooling/prediction model. Preserve composition with uses_model despite current configuration kind.
Related records
- subject: ESM-1v (mut mean)