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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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Soft Matter
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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.

581 results · 1 filter active ·
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20052025
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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.
581 works in the cohort · of 4,299,418page 1 of 12

Labels cover 1 of 581 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 581 of 581 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Cholesteric liquid crystals in living matter
Michel Mitov
2017· review· en· Soft Matter· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
313
citations
afffundunlabeled
Slip mechanisms in complex fluid flows
Savvas G. Hatzikiriakos
2015· article· en· Soft Matter· Chemical Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
127
citations
affunlabeled
Electrostatic swelling of bicontinuous cubic lipid phases
Arwen I. I. Tyler, Hanna M. G. Barriga, Edward S. Parsons, Nicola L. C. McCarthy, Oscar Ces, Robert V. Law +2 more
2015· article· en· Soft Matter· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
The icephobic performance of alkyl-grafted aluminum surfaces
Sergei A. Kulinich, Mitsuhiro Honda, Aaron L. Zhu, Aleksey Rozhin, Xi‐Wen Du
2014· article· en· Soft Matter· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
111
citations
affunlabeled
Dip-coating of suspensions
Adrien Gans, Emilie Dressaire, Bénédicte Colnet, Guillaume Saingier, Martin Z. Bazant, Alban Sauret
2018· article· en· Soft Matter· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
79
citations
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How this was built: Screen · Findings · About