Cohort builder

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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Human auditory perception and evaluation

Retraction

Abstract

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Study design

Label agreement

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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

aboutaboutness

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

2,867 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.

2,867 works in the cohort · of 4,299,418page 50 of 58

Labels cover 3 of 2,867 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 2,867 of 2,867 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueunlabeled

Review Board

Lynn Butler-Kisber

2018· article· en· LEARNing Landscapes· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Acknowledgments

David S.‐K. Ting, Jacqueline Stagner

2021· book-chapter· en· Elsevier eBooks· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affunlabeled

News and Comment

Amanda E. Martin

2020· article· en· The Canadian Field-Naturalist· Engineering

machine prediction:candidate · noneconsensus · none

citations

venueno affunlabeled

Instructions for Authors

Socialist Studies

2014· article· en· Socialist studies· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

Information for Readers

2012· article· en· Canadian Journal of Cardiology· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

From the Publisher

Anton Hart

2010· article· en· Nursing leadership· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled