rewire.itbenchmarks
Evaluation

RITA M AMFR official snapshot

Author-reported evaluation, source checked; not independently reproduced.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-30-e37e3ab1284d · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
  • resource estimate: verification is missing

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
  • overlap checked: verification is missing

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 1 result. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: RITA M [ProteinGym 144fe22b snapshot]Protocol: ProteinGym AMFR official zero-shot Spearman snapshot
Dataset subset: ProteinGym AMFR 4G3O official snapshot cohort
-0.218 spearman_rho
correlation · higher

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RITA M AMFR official snapshot

Not reported

Aggregation: Not reported

ProteinGym AMFR assay-level Spearman comparison · DMS_substitutions_Spearman_DMS_level.csv line 15, DMS ID=AMFR_HUMAN_Tsuboyama_2023_4G3O, column=RITA M

Source checking is not independent reproduction. Release 2026-09-30-e37e3ab1284d.

Evaluation procedure

Not reported

Configuration
RITA M [ProteinGym 144fe22b snapshot]
Protocol
ProteinGym AMFR official zero-shot Spearman snapshot
Dataset subset
ProteinGym AMFR 4G3O official snapshot cohort
origin
Author-reported evaluation
configuration
Not reported
protocol id
uc20260930-proteingym-amfr-protocol
dataset version
uc20260930-proteingym-amfr-data
split
uc20260930-proteingym-amfr-protocol
population
Not reported
inputs
uc20260930-proteingym-amfr-config-rita-m
adaptation
Not reported
metric implementation
Not reported
aggregation
Not reported
budget
Not reported

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
uc20260930-proteingym-amfr-protocol
Adaptation
Not reported
Scoring implementation
Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

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.

32 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-30-e37e3ab1284d
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Not reported
Context-only references
Protocol metadata evidence: proteingym-reference_files-DMS_substitutions.csv

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-23T18:39:35.604049+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: a8f498011532a74aa9fe556a50555a75e928c5837d19c06a87592ae04049b308

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.adaptation
Not reported
Context-only references
ProteinGym AMFR assay-level Spearman comparison

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-30

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: f432423b87f79ac9778dfac86e3d95be041d246bc618dc0a406b35b0b7466437

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
Protocol metadata evidence: proteingym-reference_files-DMS_substitutions.csv

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-23T18:39:35.604049+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: a8f498011532a74aa9fe556a50555a75e928c5837d19c06a87592ae04049b308

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
ProteinGym AMFR assay-level Spearman comparison

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-30

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: f432423b87f79ac9778dfac86e3d95be041d246bc618dc0a406b35b0b7466437

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Protocol metadata evidence: proteingym-reference_files-DMS_substitutions.csv

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-23T18:39:35.604049+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: a8f498011532a74aa9fe556a50555a75e928c5837d19c06a87592ae04049b308

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
ProteinGym AMFR assay-level Spearman comparison

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-30

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: f432423b87f79ac9778dfac86e3d95be041d246bc618dc0a406b35b0b7466437

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version
uc20260930-proteingym-amfr-data
Context-only references
Protocol metadata evidence: proteingym-reference_files-DMS_substitutions.csv

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-23T18:39:35.604049+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: a8f498011532a74aa9fe556a50555a75e928c5837d19c06a87592ae04049b308

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version
uc20260930-proteingym-amfr-data
Context-only references
ProteinGym AMFR assay-level Spearman comparison

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-30

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: f432423b87f79ac9778dfac86e3d95be041d246bc618dc0a406b35b0b7466437

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs
uc20260930-proteingym-amfr-config-rita-m
Context-only references
Protocol metadata evidence: proteingym-reference_files-DMS_substitutions.csv

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-23T18:39:35.604049+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: a8f498011532a74aa9fe556a50555a75e928c5837d19c06a87592ae04049b308

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs
uc20260930-proteingym-amfr-config-rita-m
Context-only references
ProteinGym AMFR assay-level Spearman comparison

Original source ↗

CSV line 15, column RITA M

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 144fe22b07dfaeec2b366f2346203a9838a55b4c
Retrieved: 2026-09-30

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: f432423b87f79ac9778dfac86e3d95be041d246bc618dc0a406b35b0b7466437

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-30-e37e3ab1284d · Record review: source checked

2 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: uc20260930-proteingym-amfr-eval-rita-m

areas
proteins-complexes
origin
author_reported
source locator
CSV line 15, column RITA M
review
method: automated_source_review; reviewer: Codex experimental-use-case curation; date: 2026-09-30; reviewed at: 2026-09-30T21:40:59.576893+00:00; scope: Primary-source transcription and catalogue applicability audit; not human scientific review or independent experimental reproduction.
comparison
protocol id: uc20260930-proteingym-amfr-protocol; dataset version: uc20260930-proteingym-amfr-data; split: uc20260930-proteingym-amfr-protocol; population: Not reported; inputs: uc20260930-proteingym-amfr-config-rita-m; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata
per model scored count: unextracted; checkpoint hash: unextracted
Related records

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