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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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University of Brighton Repository (University of Brighton)
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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.

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.

53 results · 1 filter active ·
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20032025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
53 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 53 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 53 of 53 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Community-university partnerships in practice
Angie Hart, Elizabeth Maddison, David Wolff
2007· article· en· University of Brighton Repository (University of Brighton)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
63
citations
aboutno affunlabeled
We must do our best to listen...
2024· article· en· University of Brighton Repository (University of Brighton)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Editors' Introduction
2019· article· en· University of Brighton Repository (University of Brighton)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Multiculturalism:A case study in Quebec
2003· article· en· University of Brighton Repository (University of Brighton)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
fundno affno abstractunlabeled
Discourses of Wealth and Rewilding in Britain
2024· article· en· University of Brighton Repository (University of Brighton)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Montreal Biosphere
2022· book-chapter· en· University of Brighton Repository (University of Brighton)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Othering
2020· article· en· University of Brighton Repository (University of Brighton)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Two Sisters
Julia; id_orcid 0000-0002-8515-3924 Winckler, Francoise Corcuffe
2004· other· fr· University of Brighton Repository (University of Brighton)
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
0
citations
aboutno affunlabeled
Overseas Conversation
2017· other· en· University of Brighton Repository (University of Brighton)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Green perspectives
Michael Cahill
2012· book-chapter· en· University of Brighton Repository (University of Brighton)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
The rising tide of photographs: Not drowning but waving?
Annebella; id_orcid 0000-0002-4896-8702 Pollen
2016· article· en· University of Brighton Repository (University of Brighton)· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
The International Handbooks of Museum Studies
2015· book· en· University of Brighton Repository (University of Brighton)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Healing Europe:T. S. Eliot and Beethoven
2019· other· en· University of Brighton Repository (University of Brighton)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Graphic Interventions podcast:Episode 3 - Paris 68 Redux
2021· other· en· University of Brighton Repository (University of Brighton)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Generous Space
2021· other· en· University of Brighton Repository (University of Brighton)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Malevolent Eldritch Shrieking
2018· other· en· University of Brighton Repository (University of Brighton)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Soil Drawings on Maternal Loss
Jules Findley
2017· article· en· University of Brighton Repository (University of Brighton)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
0
citations

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