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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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Minerals Flotation and Separation Techniques
Retraction
Abstract
Evidence source
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.

982 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.
982 works in the cohort · of 4,299,418page 9 of 20

Labels cover 2 of 982 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 982 of 982 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Assessment of Ozone Nanobubble Technology to Reduce Freshwater Algae
Pok Him Ng, Qianjun Huang, Liqing Huang, Tzu Hsuan Cheng, Ka Yan Man, Ka Po Cheng +3 more
2023· article· en· Aquaculture Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Bubble Growth in Supersaturated Liquids
Raj Kumar Nayak Maloth, Roger E. Khayat, Christopher T. DeGroot
2022· article· en· Fluids· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Automatic Control of Flotation Columns
R. del Villar, André Desbiens, Miguel Maldonado, Jocelyn Bouchard
2010· book-chapter· en· Advances in industrial control· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Deinking of recycled fibers in a flotation flow loop
Theo G. M. van de Ven, Constance Sauvé, Gil Garnier
2001· article· en· Colloids and Surfaces A Physicochemical and Engineering Aspects· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Liquid Transport in a Coalescing Froth
Peter M. Ireland, Graeme J. Jameson
2007· article· en· The Canadian Journal of Chemical Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
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