Reported accuracy for ESM-2 embedding + paper classifier
Evidence
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Evidence table
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6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field attributes.printed_value Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | 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 Table 2, Independent test / ESM-2 row, ACC column Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | 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.value 0.916 Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | 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 No value recorded Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: subject b2-clathrin-plm-2025 Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | 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 Reported accuracy for ESM-2 embedding + paper classifier Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models Table 2, Independent test / ESM-2 row, ACC column Version: journal full text in PMC | 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
- Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: claim-b2-clathrin-plm-2025
- areas
- proteins-complexes
- tasks
- clathrin protein classification
- field
- attributes.printed_value
- value
- 0.916
- source locator
- Table 2, Independent test / ESM-2 row, ACC column
- review
- method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558194+00:00; notes: Resolved the blank evaluation-strategy cells by their independent-test row group. ESM-2 ACC is 0.916 there; the cross-validation ESM-2 ACC is instead 0.873. This is the paper classifier using embeddings, not a standalone checkpoint.