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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.

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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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Biomacromolecules
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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.

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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.

527 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.
527 works in the cohort · of 4,299,418page 4 of 11

Labels cover 0 of 527 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 527 of 527 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Supercontraction Stress in Spider Webs
K. Savage, Paul A. Guerette, John M. Gosline
2004· article· en· Biomacromolecules· Materials Science
distilled prediction:candidate · noneconsensus · none
67
citations
fundno affunlabeled
Polyelectrolyte Multilayer Films as Substrates for Photoreceptor Cells
Ayşen Tezcaner, David Hicks, Fouzia Boulmedais, José‐Alain Sahel, Pierre Schaaf, Jean‐Claude Voegel +1 more
2005· article· en· Biomacromolecules· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
64
citations
affunlabeled
Osteoid-Mimicking Dense Collagen/Chitosan Hybrid Gels
Florencia Chicatun, Claudio E. Pedraza, Chiara E. Ghezzi, Benedetto Marelli, Mari T. Kaartinen, Marc D. McKee +1 more
2011· article· en· Biomacromolecules· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
62
citations
fundno affunlabeled
Dry-Spun Silk Produces Native-Like Fibroin Solutions
Maxime Boulet-Audet, Chris Holland, Tom Gheysens, Fritz Vollrath
2016· article· en· Biomacromolecules· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
54
citations
afffundunlabeled
Protein Specificity of Charged Sequences in Polyanions and Heparins
A. Basak Kayitmazer, Bonnie Quinn, Kozue Kimura, Gillian L. Ryan, Angela J. Tate, David A. Pink +1 more
2010· article· en· Biomacromolecules· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
52
citations
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