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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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Gambling Behavior and Treatments
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Abstract
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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.

2,819 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.
2,819 works in the cohort · of 4,299,418page 43 of 57

Labels cover 14 of 2,819 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 2,819 of 2,819 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.

affno abstractunlabeled
Gambling Disorder
Brad W. Brazeau, David C. Hodgins
2021· book-chapter· en· Comprehensive Clinical Psychology· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
The Manitoba Gambling Research Program
Julie Pelletier
2025· article· en· Critical Gambling Studies· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Gambling as a Social Problem
Reza Barmaki
2019· other· en· The Blackwell Encyclopedia of Sociology· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Gambling: Pathological Decision‐Making
Juliette Tobias‐Webb, Luke Clark
2015· other· en· Encyclopedia of Life Sciences· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The Lotterys Plus One by Emma Donoghue
Deborah Stevenson
2017· article· en· Bulletin of the Center for Children's Books./Bulletin of the Center for Children's Books· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Time required to move cash through slot machines
Karen R. Kelly, Carl J. Schwarz, Ricardo J. Gomez, Kim Marsh
2018· article· en· Journal of Money Laundering Control· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Lottery qualities
Yves Alarie, Georges Dionne
2006· article· en· Journal of Risk and Uncertainty· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Brief interventions for problem gambling
David C. Hodgins
2005· article· en· Journal of Gambling Issues· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
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