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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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QUT ePrints (Queensland University of Technology)
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

565 results · 1 filter active ·
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20002024
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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.
565 works in the cohort · of 4,299,418page 1 of 12

Labels cover 0 of 565 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 565 of 565 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundaboutno affunlabeled
Communicative Ecologies: Editorial Preface
Greg Hearn, Marcus Foth
2007· article· en· QUT ePrints (Queensland University of Technology)· Social Sciences
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Scientific literacy for a knowledge society
Glen S. Aikenhead, Graham W. F. Orpwood, Peter J. Fensham
2011· book-chapter· en· QUT ePrints (Queensland University of Technology)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
47
citations
aboutno affunlabeled
Offending Youth: Sex, Crime and Justice
Kerry Carrington, Margaret Pereira
2010· book· en· QUT ePrints (Queensland University of Technology)· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
fundno affunlabeled
Meta transfer learning for facial emotion recognition
Dung Nguyen, Kien Nguyen, Sridha Sridharan, Iman Abbasnejad, David Dean, Clinton Fookes
2018· article· en· QUT ePrints (Queensland University of Technology)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
Cyber bullying: An old problem in a new guise?
Marilyn Campbell
2005· article· en· QUT ePrints (Queensland University of Technology)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affunlabeled
A SURVEY OF UNLICENSED DRIVING OFFENDERS
Barry C. Watson
2002· article· en· QUT ePrints (Queensland University of Technology)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
aboutno affunlabeled
The music industry in an age of digital distribution
Patrik Wikström
2014· book-chapter· en· QUT ePrints (Queensland University of Technology)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
aboutno affunlabeled
Green leases : becoming a reality
Sharon Christensen, Bill Duncan
2010· article· en· QUT ePrints (Queensland University of Technology)· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
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