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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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Hydrogels: synthesis, properties, applications
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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
fundfunder
venuejournal
aboutaboutness

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

749 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.
749 works in the cohort · of 4,299,418page 7 of 15

Labels cover 0 of 749 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 749 of 749 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Poly (<i>N</i>‐isopropylacrylamide) microgel‐based assemblies
Liang Hu, Avijeet K. Sarker, Molla R. Islam, Xue Li, Zhenzhen Lu, Michael J. Serpe
2013· article· en· Journal of Polymer Science Part A Polymer Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
Hydrogels Based on Polysaccharides
Severian Dumitriu, P. F. Vidal, E. Chornet
2017· book-chapter· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
29
citations
afffundno abstractunlabeled
Photopolymerized Starchstarch Nanoparticle (SNP) network hydrogels
Michael J. Majcher, Carter McInnis, Sebastian Himbert, Richard J. Alsop, Dennis Kinio, Markus Bleuel +3 more
2020· article· en· Carbohydrate Polymers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
afffundunlabeled
Adhesion of Poly(vinylamine) Microgels to Wet Cellulose
Chuanwei Miao, Xiaonong Chen, Robert Pelton
2007· article· en· Industrial & Engineering Chemistry Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
On the measurement of fracture toughness of soft biogel
Hyock‐Ju Kwon, Allan Rogalsky, Dongwoo Kim
2011· article· en· Polymer Engineering and Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
26
citations
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How this was built: Screen · Findings · About