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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 of Steels
Retraction
Abstract
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Study design
Label agreement
Label status

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.

866 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.
866 works in the cohort · of 4,299,418page 4 of 18

Labels cover 0 of 866 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 866 of 866 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Direct contact heating for hot forming die quenching
J.N. Rasera, Kyle J. Daun, Cangji Shi, Mary D’Souza
2016· article· en· Applied Thermal Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Microstructural Evolution During Deformation of a QP980 Steel
Diyar Salehiyan, Javad Samei, Babak Shalchi Amirkhiz, Louis G. Hector, David S. Wilkinson
2020· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Twinning and Tripping in 10% Mn steels
Hüseyin Aydın, In‐Ho Jung, Elhachmi Essadiqi, Stephen Yue
2013· article· en· Materials Science and Engineering A· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Grain-scale characterization of transformation textures
Stéphane Godet, Jean‐Christophe Glez, Youliang He, John J. Jonas, P. J. Jacques
2004· article· en· Journal of Applied Crystallography· Engineering
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Simulation of Runout Table Cooling
Gilles Guedia Guemo, Vladan Prodanovic, Matthias Militzer
2018· article· en· steel research international· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
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How this was built: Screen · Findings · About