| Comparison: adaptation 1% eval (evaluated with 1% of the training set) Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: aggregation Not reported Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: budget Not reported Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.budget Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: dataset version GUANinE v1.1 Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: inputs hg38 sequence; context '=1 k' Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: metric implementation Spearman rho x100 as printed Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: population Not reported Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.population Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: protocol id lit-genomics-20261011-guanine-protocol-gpra-c Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: split Test set Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.split Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Origin independent_paper Context-only references | GUANinE v1.1 reveals complementarity of supervised and genomic language models Original source ↗ Table 2 row 'DeepSEA', column 'gpra-c' Version: Bioinformatics 2026, btag427 (issue date 2026-08-01); PMC13501288 full-text XML Retrieved: 2026-10-11T00:40:24Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.origin Source artifact SHA-256: f6cc4294a1519fb5579eebb29ffd919afad0198a3bf8b751635d73b17b33ef79 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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