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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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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
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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.

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 4 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
Chitosan Superabsorbent Biopolymers in Sanitary and Hygiene Applications
Peenal Arvind Mistry, Meera Nambidas Konar, Srinivasan Latha, Utkarsh Chadha, Preetam Bhardwaj, Tolera Kuma
2023· article· en· International Journal of Polymer Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
65
citations
affno abstractunlabeled
Chitosan-based biomaterials for the treatment of bone disorders
Mahdi Rahimi, Seyed Mostafa Mir, Roghayyeh Baghban, Gholamreza Charmi, Christopher M. Plummer, Vahid Shafiei‐Irannejad +2 more
2022· review· en· International Journal of Biological Macromolecules· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Temperature-sensitive polymers for drug delivery
Scott D. Fitzpatrick, Lindsay E. Fitzpatrick, Ajit Thakur, Mohammad A. Jafar Mazumder, Heather Sheardown
2012· review· en· Expert Review of Medical Devices· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affno abstractunlabeled
Hydrogels
Wenda Wang, Ravin Narain, Hongbo Zeng
2020· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
Smart Hydrogels
Mitsuhiro Ebara, Yohei Kotsuchibashi, Koichiro Uto, Takao Aoyagi, Young‐Jin Kim, Ravin Narain +2 more
2014· book-chapter· de· NIMS monographs· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
Microgels and Their Synthesis: An Introduction
Robert Pelton, Todd Hoare
2011· other· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
affunlabeled
An upper limit for macromolecular crowding effects
Andrew C. Miklos, Conggang Li, Courtney D. Sorrell, L. Andrew Lyon, Gary J. Pielak
2011· article· en· BMC Biophysics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Hydrogel Biomaterials
Alpesh Patel, Kibret Mequanint
2011· book-chapter· en· InTech eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
55
citations

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