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

265 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.
265 works in the cohort · of 4,299,418page 4 of 6

Labels cover 1 of 265 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 265 of 265 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Bipartite gating in the outer membrane protein FecA
D. VAN DER HELM, R. Chakraborty, Andrew D. Ferguson, Barbara Smith, Lothar Esser, J. Deisenhofer
2002· article· en· Biochemical Society Transactions· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affunlabeled
14-3-3s are DNA-replication proteins
Maria Zannis‐Hadjopoulos, Olivia Novac, David Álvarez, Gerald B. Price
2002· review· en· Biochemical Society Transactions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
affunlabeled
Structure-based optimization of PKCθ inhibitors
Lidia Mosyak, Zhang‐Bao Xu, Diane Joseph‐McCarthy, Natasja Brooijmans, W.S. Somers, Divya Chaudhary
2007· review· en· Biochemical Society Transactions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
afffundunlabeled
Whence Blobs? Phylogenetics of functional protein condensates
Iva Pritišanac, Taraneh Zarin, Julie D. Forman‐Kay, Alan M Moses
2020· review· en· Biochemical Society Transactions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundunlabeled
Hereditary diseases of coenzyme A thioester metabolism
Hao Yang, Chen Zhao, Youlin Wang, Shu Pei Wang, Grant A. Mitchell
2019· review· en· Biochemical Society Transactions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
Deubiquitinases in muscle physiology and disorders
Cyriel Sebastiaan Olie, Darragh P. O’Brien, Hannah B. L. Jones, Zhu Liang, Andreas Damianou, İlknur Sur‐Erdem +3 more
2024· review· en· Biochemical Society Transactions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations

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