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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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Surface and Coatings Technology
Topic
Retraction
Abstract
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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.

268 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.
268 works in the cohort · of 4,299,418page 5 of 6

Labels cover 1 of 268 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 268 of 268 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Suspension plasma spray deposition of CoxNi1-xO coatings
Saeed Mohammadkhani, Vahid Jalilvand, Boyd Davis, Fadhel Ben Ettouil, Ali Dolatabadi, Lionel Roué +2 more
2020· article· en· Surface and Coatings Technology· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
Glaze layer on Co-Cr3C2 composite coatings sprayed by HVOF
Alejandra Islas Encalada, Bruno C. N. M. de Castilho, Pantcho Stoyanov, Mary Makowiec, Christian Moreau, Richard R. Chromik
2025· article· en· Surface and Coatings Technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
RBS and XRD analyses of carbon-coated stainless steel plates
Nicolas Cunningham, Jean‐Pol Dodelet, Daniel Guay, J.R.H. Ross, A. R. Hlil, A. S. Hay
2004· article· en· Surface and Coatings Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
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How this was built: Screen · Findings · About