FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
Primary reference; inspect retrieval status and review scope.
Evidence table
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.
14 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.artifact_sha256 d0e61ca27863c023adddcc225a3e4af1718f2e3fdfe3642bef89c24c93621a17 Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.artifact_url https://flip.protein.properties/assets/FLIP_manuscipt.pdf Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.retrieved_at 2026-09-17T08:06:28.183348+00:00 Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.url https://flip.protein.properties/assets/FLIP_manuscipt.pdf Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.version Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description Primary reference; inspect retrieval status and review scope. Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| facets {} Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| id evidence-expansion-flip2-d0e61ca2 Source metadata | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-09-17-d277315f7d76 · Record review: source checked
No supporting source is linked yet.
Download this releaseTechnical metadata and extraction receipts
Stable ID: evidence-expansion-flip2-d0e61ca2
- url
- https://flip.protein.properties/assets/FLIP_manuscipt.pdf
- version
- Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
- retrieved at
- 2026-09-17T08:06:28.183348+00:00
- artifact sha256
- d0e61ca27863c023adddcc225a3e4af1718f2e3fdfe3642bef89c24c93621a17
- artifact url
- https://flip.protein.properties/assets/FLIP_manuscipt.pdf
- hash scope
- Exact retrieved primary paper artifact bytes.
- review scope
- Source identification and table transcription; no independent experimental reproduction.