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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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Fluid Dynamics and Thin Films
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.

393 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.
393 works in the cohort · of 4,299,418page 7 of 8

Labels cover 0 of 393 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 393 of 393 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Index
İbrahim Dinçer, Calin Zamfirescu
2015· paratext· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Bubble Clustering in Drying Paint Films
Nazli Saranjam, S. Chandra
2016· article· en· Industrial & Engineering Chemistry Research· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An accurate model for the thin film flow
Hamid Ait Abderrahmane, Georgios H. Vatistas
2008· article· en· Acta Mechanica Sinica· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Morphological instability in solid films
Rashmi C. Desai, Raymond Kapral
2009· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Axial Evolution of a Sheared-Flow-Stabilized Z Pinch
2020· dissertation· en· ResearchWorks at the University of Washington (University of Washington)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
10.1063/1.2364144.4
2006· dataset· en· Default Digital Object Group· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Magnetotelluric Transfer Functions
2017· other· en· NSF Seismological Facility for the Advancement of Geoscience (SAGE)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)89204-6
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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