Result

0.81 AUROC

ProtT5 embeddings + ensemble classifier · AUROC · Dset_448

Tested pipeline: ProtT5 embeddings + ensemble classifier
Task: protein-protein binding-site prediction
Dataset: Dset_448
Procedure: Explainable ensemble binding-site predictor using ProtT5 features
Evaluation: ProtT5 embeddings + ensemble classifier: protein-protein binding-site prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedLearning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning · Table 2, Dset_448 section, ProtT5 row, AUROC column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

Reproduction

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Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: protein-protein binding-site prediction

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Evidence

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Evidence table

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1 evidence row 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.printed_value 0.810 Individual claims	Learning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning Original source ↗ Table 2, Dset_448 section, ProtT5 row, AUROC column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details Dset_448 block; ProtT5 AUROC, downstream ensemble retained in protocol. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-010 Source artifact SHA-256: `491711aa7186e74bf33f6d601c4ea6a8f565e770938fe1f91a0cd347b8f06f3f` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `491711aa7186e74bf33f6d601c4ea6a8f565e770938fe1f91a0cd347b8f06f3f` Extraction artifact

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

1 source records and release history

Learning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: lit-b4-010

areas: proteins-complexes
tasks: protein-protein binding-site prediction
printed value: 0.810
numeric value: 0.810
metric: AUROC
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 2, Dset_448 section, ProtT5 row, AUROC column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Dset_448 block; ProtT5 AUROC, downstream ensemble retained in protocol. Transcription verified; experimental claims not independently reproduced.; evidence: 0.810; artifact sha256: 491711aa7186e74bf33f6d601c4ea6a8f565e770938fe1f91a0cd347b8f06f3f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9849350/fullTextXML
legacy id: lit-b4-010
legacy row: id: lit-b4-010; paper id: protein-binding-sites-2023; domain id: proteins-complexes; task: protein-protein binding-site prediction; model: ProtT5 embeddings + ensemble classifier; model version: Not reported; dataset: Dset_448; dataset version: Not reported; split: Not reported; metric: AUROC; value: 0.810; unit: fraction; uncertainty: Not reported; protocol: Explainable ensemble binding-site predictor using ProtT5 features; source locator: Table 2, Dset_448 section, ProtT5 row, AUROC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC9849350/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

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