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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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Doping in Sports
Retraction
Abstract
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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
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.

516 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.
516 works in the cohort · of 4,299,418page 5 of 11

Labels cover 1 of 516 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 516 of 516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Technology and Ethical Behavior in Running Sports
Norma Smith
2018· article· en· International Journal of Sociotechnology and Knowledge Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Doping, Ethics, and the Sport Physician
Alan Vernec
2013· article· en· Current Sports Medicine Reports· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
venueno affno abstractunlabeled
Adjudication As Sport: Rhetoric Astray?
Frank I. Michelman
2000· article· en· Osgoode Hall law journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
aboutno affunlabeled
Martial Arts and Doping (the case of Sambo)
Bogdan Mytskan, Tetiana Mytskan, Yuryj Oliinyk, Georgiy Korobeynikov, Wojciech J. Cynarski, Stanisław Zaborniak +1 more
2022· article· en· Physical Education Theory and Methodology· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Abuse with impunity in sports: Some reflections
Padma Prakash
2022· article· en· Indian Journal of Medical Ethics· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
3
citations
aboutno affno abstractunlabeled
Sport
James A. Mathisen
2007· book-chapter· en· Handbooks of sociology and social research· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · sts
3
citations
affunlabeled
Editorial: Athlete vulnerabilities and doping
Kim Nolte, Angela Schneider
2024· editorial· en· Frontiers in Sports and Active Living· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Is there a ‘Right’ to sport?
Danielle Ireland-Piper, Kim D. Weinert
2014· article· en· Sports Law and Governance Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
On the good conduct of sports
Sinclair A. MacRae
2025· article· en· Journal of the Philosophy of Sport· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About