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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 14 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Study of Diffusion and Reaction Diffusion in the Fe-C-Nb System
Rodolfo A. Pérez, Patrick Gas, Philippe Maugis
2007· article· en· Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Grain Refinement in Hot Rolled Dual Phase Steels
Krishnendu Mukherjee, Sayantan Hazra, Matthias Militzer
2006· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Steels, High-Strength Low-Alloy
J. D. Boyd
2002· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Austempering Process for Carburized Low Alloy Steels
Rebeca Lumbreras, Xichen Sun, Gary Barber, Qian Zou
2013· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About