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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.

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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Non-Destructive Testing Techniques
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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.

748 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.
748 works in the cohort · of 4,299,418page 8 of 15

Labels cover 2 of 748 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 748 of 748 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Understanding Magnetic Flux Leakage Signals From Gouges
L. Clapham, Vijay Babbar, Jian Dien Chen, Chris Alexander
2010· article· en· 2010 8th International Pipeline Conference, Volume 1· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
In-Situ Mass Thickness Calibrations Using MWCNTs
Marek Malac, Darren Homeniuk, Misa Hayashida, Takashi Fujii, Toshie Yaguchi, R.F. Egerton
2019· article· en· Microscopy and Microanalysis· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Helm Tracker™ Cathode Current Sensing Technology
Rob Fraser, T. J. Johnston, John Yesberg, Sebastien Nolet, Chris Boon
2013· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Sizing Stress Corrosion Cracks Using Laser Ultrasonics
Hamood Ur Rehman, Marvin B. Klein, Richard Kania, Steve Rapp, Rick McNealy, Martin Fingerhut +1 more
2010· article· en· 2010 8th International Pipeline Conference, Volume 1· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Maintenance of Transformers and Reactors
C. Rajotte
2024· book-chapter· en· CIGRE green books· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About