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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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Microstructure and mechanical properties
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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.

557 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.
557 works in the cohort · of 4,299,418page 2 of 12

Labels cover 0 of 557 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 557 of 557 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Deformation of copper single crystals to large strains at 4.2K
2001· article· en· Philosophical magazine. A/Philosophical magazine. A. Physics of condensed matter. Structure, defects and mechanical properties· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
63
citations
affunlabeled
Finite-Temperature Quasi-Continuum
2013· article· en· Applied Mechanics Reviews· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
afffundno abstractunlabeled
Work hardening in aluminium alloys
2011· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
53
citations
afffundunlabeled
Dynamic dislocation–defect analysis
2006· article· en· The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics· Materials Science
distilled prediction:candidate · noneconsensus · none
43
citations
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How this was built: Screen · Findings · About