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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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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.

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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.

885 results · 1 filter active ·
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20032025
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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.
885 works in the cohort · of 4,299,418page 1 of 18

Labels cover 2 of 885 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 885 of 885 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Hydrogen Storage for Mobility: A Review
Etienne Rivard, Michel L. Trudeau, Karim Zaghib
2019· review· en· Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
960
citations
affaboutunlabeled
Cement and Concrete Nanoscience and Nanotechnology
Laïla Raki, J.J. Beaudoin, Rouhollah Alizadeh, J.M. Makar, Taijiro Sato
2010· article· en· Materials· Engineering
distilled prediction:candidate · noneconsensus · none
448
citations
afffundunlabeled
Thermal Stability of Aluminum Alloys
Frank Czerwiński
2020· review· en· Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
252
citations
affunlabeled
A Review of Non-Soil Biochar Applications
Mattia Bartoli, Mauro Giorcelli, Pravin Jagdale, Massimo Rovere, Alberto Tagliaferro
2020· review· en· Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
151
citations
affunlabeled
Advanced Electrodes for High Power Li-ion Batteries
Karim Zaghib, A. Mauger, Henri Groult, John B. Goodenough, C. Julien
2013· review· en· Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
142
citations
affunlabeled
Cause and Mitigation of Lithium-Ion Battery Failure—A Review
Muthukrishnan Kaliaperumal, Milindar S. Dharanendrakumar, S. Prasanna, Kaginele V. Abhishek, C. Ramesh Kumar, Stefan Adams +2 more
2021· review· en· Materials· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
141
citations
affunlabeled
Mechanochemistry of Metal Hydrides: Recent Advances
Jacques Huot, Fermín Cuevas, Stefano Deledda, Kaveh Edalati, Yaroslav Filinchuk, Thierry Grosdidier +5 more
2019· review· en· Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
110
citations
affunlabeled
Review: Resin Composite Filling
Keith Chan, Yanjie Mai, Harry K.W. Kim, Keith C. T. Tong, Jia Wei Desmond Ng, J.-C. Hsiao
2010· article· en· Materials· Dentistry
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
105
citations
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