ESM-2: uses model ESM-2
PRIME uses ESM-2/ESM-C embeddings with downstream regression and distinguishes base/fine-tuned embeddings. Generic paper-specific records do not justify relabelling all scores as an exact pretrained checkpoint; use component provenance.
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.
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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 | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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 Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Context-only references | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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 | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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 PRIME uses ESM-2/ESM-C embeddings with downstream regression and distinguishes base/fine-tuned embeddings. Generic paper-specific records do not justify relabelling all scores as an exact pretrained checkpoint; use component provenance. Context-only references | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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-d0d5df2beb02b2 Context-only references | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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 | PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale Version: version of record | 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
- PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space · Original source · version of record
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-fbdda8fdcc5fdd928184
- areas
- proteins-complexes
- field
- links:uses_model:discovery-model-esm-2
- target id
- discovery-model-esm-2
- source locator
- Results: Optimization of neural architectures; Table 1; Methods: Model architecture and scale
- 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. PRIME uses ESM-2/ESM-C embeddings with downstream regression and distinguishes base/fine-tuned embeddings. Generic paper-specific records do not justify relabelling all scores as an exact pretrained checkpoint; use component provenance.
Related records
- subject: ESM-2