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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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Ultrasound and Cavitation Phenomena
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.

218 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.
218 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 218 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 218 of 218 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Fixation of nitrogen with cavitation
Supeno, Peeter Kruus
2002· article· en· Ultrasonics Sonochemistry· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
affunlabeled
Gas bubble dynamics in soft materials
2014· article· en· Soft Matter· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
afffundunlabeled
Ultrasonic degradation of 1-H-benzotriazole in water
Henry Zúñiga‐Benítez, Jafar Soltan, Gustavo A. Peñuela
2014· article· en· Water Science & Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Morphology of bubble dynamics and sound in heated oil
Akihito Kiyama, Rafsan Rabbi, Zhao Pan, Som Dutta, John S. Allen, Tadd Truscott
2022· article· en· Physics of Fluids· Materials Science
distilled prediction:candidate · noneconsensus · none
9
citations
affaboutunlabeled
Loading on a rigid target from close proximity underwater explosions:
Mark Riley, Malcolm J. Smith, J.E. van Aanhold, Niklas Alin
2012· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
8
citations
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How this was built: Screen · Findings · About