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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.

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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Noise Effects and Management
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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
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venuejournal
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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.

1,498 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.
1,498 works in the cohort · of 4,299,418page 6 of 30

Labels cover 1 of 1,498 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 1,498 of 1,498 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Acoustic Performance of 3D Printed Nanocomposite Earmuff
Saeid Ahmadi, Parvin Nassiri, Ismaeil Ghasemi, Mohammad R. Monazzam Ep
2015· article· en· Global Journal of Health Science· Health Professions
distilled prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
An investigation of noise levels in Alberta sawmills
Niels Koehncke, M. M. Taylor, Chris Taylor, Lloyd Harman, Patrick A. Hessel, Paul Beaulne +1 more
2003· article· en· American Journal of Industrial Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Noise in the Brain
Jos J. Eggermont
2013· book-chapter· en· Elsevier eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
venueno affunlabeled
Auditory Situation Awareness in Urban Operations
Angélique A. Scharine, Tomasz Łętowski, James B. Sampson
2009· article· en· Journal of military and strategic studies· Health Professions
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Development of the Hearing In Noise Test (HINT) in Spanish
Sigfrid D. Soli, Andrew J. Vermiglio, Karen Wen, Carolina Abdala Filesari
2002· article· en· The Journal of the Acoustical Society of America· Health Professions
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Striving for Optimum Noise-Decreasing Strategies in Critical Care
Timothy Disher, Britney Benoit, Darlene Inglis, Stacy Burgess, Barbara Ellsmere, Brenda Hewitt +5 more
2017· article· en· The Journal of Perinatal & Neonatal Nursing· Health Professions
distilled prediction:candidate · stsconsensus · none
14
citations

How this was built: Screen · Findings · About