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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 Properties and Failure Mechanisms
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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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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.

134 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.
134 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Assessment of Crack-Like Flaws in Pipelines
C. E. Jaske, Patrick H. Vieth, J. A. Beavers
2002· article· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Corrosion Degradation of Long-Term Operated Steel Sewer Pipes
В. Д. Макаренко, Oleksii Stogniy, V. I. Gots, S.Yu. Maksymov, Yu. V. Маkarenko
2024· article· en· Materials Science· Materials Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Functional parameters modelling of transformer
Marius-Constantin Popescu, Cristinel Popescu
2009· article· en· Mechanical Engineering Research· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Corrosion current densities at a disk-shaped inclusion
Roland L. Alfred, Jan C. Myland, Keith B. Oldham
2002· article· en· Journal of Solid State Electrochemistry· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
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How this was built: Screen · Findings · About