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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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Separation and Purification Technology
Topic
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.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

366 results · 1 filter active ·
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20012025
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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.
366 works in the cohort · of 4,299,418page 3 of 8

Labels cover 1 of 366 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 366 of 366 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Discussion about the thermal rebound of nanoparticles
Guillaume Mouret, Sandrine Chazelet, Dominique Thomas, Denis Bémer
2011· article· en· Separation and Purification Technology· Engineering
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Pulse bubble sparging for fouling control
Sepideh Jankhah, Pierre R. Bérubé
2014· article· en· Separation and Purification Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Ammonia sorbent development for on-board H2 purification
Bart A. van Hassel, Jagadeswara R. Karra, José Carlos Curvelo Santana, S Saita, Allen Murray, Daniel Goberman +2 more
2014· article· en· Separation and Purification Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
30
citations
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How this was built: Screen · Findings · About