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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Protein Structure and Dynamics
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,009 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,009 works in the cohort · of 4,299,418page 3 of 41

Labels cover 3 of 2,009 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,009 of 2,009 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cooperativity Principles in Protein Folding
2004· article· en· Methods in enzymology on CD-ROM/Methods in enzymology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
175
citations
fundno affunlabeled
Intrinsic Disorder in the Protein Data Bank
2007· article· en· Journal of Biomolecular Structure and Dynamics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
171
citations
afffundunlabeled
Force Fields for Classical Molecular Dynamics
2012· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
167
citations
affno abstractunlabeled
Compressibility of protein transitions
2002· review· en· Biochimica et Biophysica Acta (BBA) - Protein Structure and Molecular Enzymology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
157
citations
afffundunlabeled
Protein thermostability engineering
2016· article· en· RSC Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
154
citations
afffundunlabeled
Thermal Denaturation Assays in Chemical Biology
2011· review· en· Assay and Drug Development Technologies· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
149
citations

How this was built: Screen · Findings · About