Result

-0.02 spearman-correlation

chu2024-mupro-bglb spearman-correlation (BglB dataset, melting temperature (Tm))

Tested configuration: MUPro (Chu et al. 2024)
Protocol: BglB dataset stability ranking, Spearman correlation (Chu et al. 2024 Table 1)
Dataset: BglB dataset: Beta-glucosidase (BglB), melting temperature (Tm)
Procedure: protein-stability-20261009-protocol-chu2024-bglb
Evaluation: MUPro on BglB dataset (Chu et al. 2024)
Coverage: Not reported scored / Not reported eligible
Uncertainty: Not reported by the source
Evidence: Independent external evaluation · source checkedProtein stability prediction by fine-tuning a protein language model on a mega-scale dataset · Table 1, row 'BglB dataset', column 'MUPro' (supervised group)

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

Reproduction

Split: Whole dataset
Adaptation: Not reported
Scoring implementation: Spearman correlation

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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

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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.

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-7fcc3e48a123
Property and statement	Original source and location	Review and provenance
Reported result -0.02 Individual claims	Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset Original source ↗ Table 1, row 'BglB dataset', column 'MUPro' (supervised group) Version: PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML Retrieved: 2026-10-09T21:01:08Z	source checked ["source-hash-verification","deterministic-table-parse","independent-cell-check"] · 2026-10-09 independent paper Audit details Extracted by deterministic parse of the table in the pinned JATS XML (extract/extract_protein_stability.py), with the caption, header rows and row labels asserted. printed_value is the cell text as printed, without footnote markers, which are kept in printed_source_cell. Independent review 2026-10-09: value and identity match the source. Field: `attributes.printed_value` Source artifact SHA-256: `bb9830cbd6bab1b3e0ddbb52edb2a9afd4b06e427dbfeb19e6a07f843ebd914f` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `bb9830cbd6bab1b3e0ddbb52edb2a9afd4b06e427dbfeb19e6a07f843ebd914f` Extraction artifact

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Sources and history

Release 2026-10-10-7fcc3e48a123 · Record review: source checked

1 source records and release history

Protein stability prediction by fine-tuning a protein language model on a mega-scale dataset · Original source · PLOS Computational Biology 20(7):e1012248, published 2024-07-22; PMC11293664 full-text XML

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Technical metadata and extraction receipts

Stable ID: protein-stability-20261009-result-chu2024-mupro-bglb-spearman-correlation

metric: spearman-correlation
metric direction: higher
unit: unitless
metric qualifier: BglB dataset, melting temperature (Tm)
printed value: -0.02
numeric value: -0.02
source locator: Table 1, row 'BglB dataset', column 'MUPro' (supervised group)
missing metadata: uncertainty: reason: unreported
review: method: source-hash-verification; deterministic-table-parse; independent-cell-check; method note: Re-downloaded the article XML and matched its SHA-256. Read the table with a separate parser (header rows, row labels, cell text with footnote markers); the extractor's script was not run. Checked printed and numeric value, footnote marker and warning, metric, qualifier, unit, direction and the linked configuration and protocol.; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-09; artifact sha256: bb9830cbd6bab1b3e0ddbb52edb2a9afd4b06e427dbfeb19e6a07f843ebd914f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11293664/fullTextXML; note: Extracted by deterministic parse of the table in the pinned JATS XML (extract/extract_protein_stability.py), with the caption, header rows and row labels asserted. printed_value is the cell text as printed, without footnote markers, which are kept in printed_source_cell. Independent review 2026-10-09: value and identity match the source.

Related records

evaluation: MUPro on BglB dataset (Chu et al. 2024)

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