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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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Manufacturing Process and Optimization
Retraction
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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
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.

1,522 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,522 works in the cohort · of 4,299,418page 22 of 31

Labels cover 0 of 1,522 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 1,522 of 1,522 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Extracting matrix elements overview
Paul Hockett
2023· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
NDE in the Automotive Sector
Roman Gr. Maev, A. D. Chertov, Ryan Scott, D. M. Stocco, Andrew Ouellette, Andrey Denisov +1 more
2025· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Augmented Matrix
2014· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Totalized Techne vs. Neighborly Metis
2018· book-chapter· en· 1517 Media eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Robust processes for robust product development
Mohammad Sepehr Saber, Alejandro Vega-Galvez
2008· dissertation· en· Health Research Policy and Systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
PC Upgrade and Repair Simplified ,2nd Edition
Ruth Maran, Paul Whitehead
2001· book· en· John Wiley & Sons, Inc. eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Geometric Representation
Alex C. Michalos
2014· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About