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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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Material Dynamics and Properties
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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.

666 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.
666 works in the cohort · of 4,299,418page 12 of 14

Labels cover 0 of 666 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 666 of 666 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Structural complexity of hydrogen-bonded networks
Gustavo A. Arteca, Raúl E. Cachau, Kalyani Veluri
2000· article· en· Chemical Physics Letters· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Polymer Solids
Phillip Choi, Alfred Rudin
2025· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Palit <i>et al.</i> Reply:
Swomitra Palit, Lilin He, William A. Hamilton, Arun Yethiraj, Anand Yethiraj
2019· letter· ru· Physical Review Letters· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Cooperative strings in glassy nanoparticles
Maxence Arutkin, Élie Raphaël, James A. Forrest, Thomas Salez
2016· preprint· en· arXiv (Cornell University)· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Preanalytical phase
2023· article· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
The complex viscosity of Möbius macromolecules
Piette Jourdain H., Moreno Nicolas, Fried Eliot, Giacomin Alan Jeffrey
2020· article· en· Institutional Repositories DataBase (IRDB)· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Percolation clusters in non-colloidal sheared suspensions
Stany Gallier, François Peters, Laurent Lobry
2015· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Springfield, Ohio
2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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