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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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Glass properties and applications
Retraction
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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.

612 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.
612 works in the cohort · of 4,299,418page 8 of 13

Labels cover 0 of 612 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 612 of 612 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Ceramics and Glasses
Rong Sun, Mary Anne White
2006· book-chapter· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Thermal properties of oxide glasses
S. Lendvayová, Katarína Moricová, E. Jóna, Jozef Kraxner, M. Loduhová, V. Pavlík +2 more
2012· article· en· Journal of Thermal Analysis and Calorimetry· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Near Infrared Photoluminescence of Nd-Doped ZBP Glasses
Irena Kostova, Farley Chicilo, Tinko Eftimov, G. Patronov, D. Tonchev, Safa Kasap
2020· book-chapter· en· NATO science for peace and security series. B, Physics and biophysics· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
In situ tensile testing of silica glass membranes in the TEM
Mirza Mačković, Hana Stará, Thomas Przybilla, C. Dieker, Florian Niekiel, Patrick Herre +4 more
2016· other· en· European Microscopy Congress 2016: Proceedings· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
ISG-2: Properties of the Second International Simple Glass
Joseph V. Ryan, Nicholas J. Smith, James J. Neeway, Joelle T. Reiser, Benjamin Parruzot, Steve Tietje +3 more
2022· preprint· en· Research Square· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundno abstractunlabeled
Boson peak preservation in tellurite glasses polymorphism
G. Lozano C., Hasnaa Benchorfi, Maggy Colas, Younès Messaddeq, Gaëlle Delaizir, V.A.G. Rivera
2023· article· en· Ceramics International· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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