These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.
Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
Exact outcomes, predictions, identifiers and evaluator are connected.
Missing or unresolved evidence
Verified: Not verified
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Missing or unresolved evidence
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A pinned recipe describes the inputs, environment and resource requirements.
Missing or unresolved evidence
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Missing or unresolved evidence
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No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: PMF (LASSO) | Task: Protein–ligand binding energy prediction Dataset: Fingerprint-scoring benchmark | 0.67 Pearson R unitless · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcePMF (LASSO): Protein–ligand binding energy prediction PMF-only LASSO baseline evaluated by the same authors. Aggregation: Not reported Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints · Table 1, PMF / LASSO row, R column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
PMF-only LASSO baseline evaluated by the same authors.
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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.
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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.
17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split Not reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | Machine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints No field-specific location recorded Version: PMC archival version PMC9178954.1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-lit-b3-051