Evidence claim

ESM2 OFS pseudo-perplexity: 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.

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6 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.field links:uses_model:discovery-model-esm-2 Context-only references	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.source_locator One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Context-only references	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.target_id discovery-model-esm-2 Context-only references	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
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	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Relationship: subject reported-model-40ce004270dee4 Context-only references	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:reported-model-40ce004270dee4` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
name ESM2 OFS pseudo-perplexity: uses model ESM-2 Context-only references	Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation Original source ↗ One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings Version: PRX Life 2025 journal article Retrieved: 2026-09-16T10:45:41.099916+00:00	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `085ef646f11b8e5335c4b3d86b15fb6c7bf5edf4a80a8b622753ac69d9991a67` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

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Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation · Original source · PRX Life 2025 journal article

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Technical metadata and extraction receipts

Stable ID: model-evaluation-identity-534a48210686fb499749

areas: proteins-complexes
field: links:uses_model:discovery-model-esm-2
target id: discovery-model-esm-2
source locator: One Fell Swoop sequence-profile procedure; ESM2 650M unmasked residue embeddings
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.

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subject: ESM2 OFS pseudo-perplexity

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