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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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Transition Metal Oxide Nanomaterials
Retraction
Abstract
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Study design
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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.

442 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.
442 works in the cohort · of 4,299,418page 9 of 9

Labels cover 0 of 442 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 442 of 442 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Growth and Characterization of Electroplated NiO Coatings
S. Thanikaikarasan, Pratap Kollu, P. V. Chandrasekar, T. Mahalingam, Luis Lxtlilco
2014· article· en· Journal of New Materials for Electrochemical Systems· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Charge ordering in the quarter-filled 1D-metal β-Na_0.33V_2O_5
C. Presura, M. Popinciuc, Gabi Maris, D. van der Marel, P. H. M. van Loosdrecht, Hiroki Yamada +1 more
2002· article· en· APS· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Vol. 1.1 Front Matter
Scottish Tradition
2008· article· en· International Review of Scottish Studies· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Integration of VO2 on Silicon for thermotronic applications
Swayam Sahoo, Alexandre Juneau-Fecteau, Anne Lamirand, Victor Pierron, Laurence Méchin, Luc G. Fréchette +1 more
2022· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
XAS analysis on mesoporous vanadium oxide thin films by sol‐gel
A. Cremonesi, G. Calestani, G. Antonioli, Danilo Bersani, Pier Paοlο Lottici, Yahia Djaoued +1 more
2007· article· en· X-Ray Spectrometry· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Vol 56.1 Front Matter
Larry Prochner
2010· article· en· Alberta Journal of Educational Research· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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