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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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Sports, Gender, and Society
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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.

2,012 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.
2,012 works in the cohort · of 4,299,418page 6 of 41

Labels cover 5 of 2,012 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 2,012 of 2,012 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global Sport Marketing
Michel Desbordes, André Richelieu
2012· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affaboutunlabeled
Strategic Use of Facebook to Build Brand Awareness
Ann Pegoraro, Olan Scott, Lauren M. Burch
2016· article· en· International Journal of Public Administration in the Digital Age· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affaboutunlabeled
“Frame-Changing” the Game
Michael L. Naraine, Jess C. Dixon
2013· article· en· Communication & Sport· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affaboutunlabeled
Racialized Women in Sport in Canada: A Scoping Review
Janelle Joseph, Bahar Tajrobehkar, Gabriela Estrada, Zeana Hamdonah
2022· review· en· Journal of Physical Activity and Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
aboutno affunlabeled
Changing on the Fly
Courtney Szto
2020· book· en· Rutgers University Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
18
citations
affunlabeled
Virtually Normal
Samantha King
2009· article· en· Journal of Sport and Social Issues· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
fundno affunlabeled
Scoring Live Tweets on the Beat
Jeremy L. Shermak
2017· article· en· Digital Journalism· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
18
citations
affunlabeled
The Promise of Violence
Beth E. Adubato
2015· article· en· Journal of Sport and Social Issues· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
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