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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.

810 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.
810 works in the cohort · of 4,299,418page 2 of 17

Labels cover 0 of 810 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 810 of 810 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Vacancy-Solute Interactions in Al-Cu-Mg
R.K.W. Marceau, R. Ferragut, A. Dupasquier, Marina Iglesias, Simon P. Ringer
2006· article· en· Materials science forum· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affno abstractunlabeled
Bioperformance of Nitinol: Surface Tendencies
Svetlana Shabalovskaya, Jorma Ryhänen
2002· article· en· Materials science forum· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
20
citations
affunlabeled
Mesoscale Simulation of Grain Growth
David Kinderlehrer, Jee Hyun Lee, I. M. Livshits, Anthony D. Rollett, Shlomo Ta’asan
2004· article· en· Materials science forum· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
High Energy Ball Milled Nanocrystalline ZnO Varistors
Houshang Alamdari, S. Boily, M. Blouin, A. Van Neste, Robert Schulz
2000· article· en· Materials science forum· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
fundno affunlabeled
Effect of Trace Addition of Sn in Al-Cu Alloy
T. Honma, David W. Saxey, Simon P. Ringer
2006· article· en· Materials science forum· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Lifetime Investigations of 4H-SiC PiN Power Diodes
Sergey A. Reshanov, Wolfgang Bartsch, Bernd Zippelius, Gerhard Pensl
2009· article· en· Materials science forum· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
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