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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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Gambling Behavior and Treatments
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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
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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.

2,819 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 8 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueaboutno abstractunlabeled
Predictors of gambling and problem gambling in Canada
Robert J. Williams, Carrie A. Leonard, Yale D. Belanger, Darren R. Christensen, Nady el‐Guebaly, David C. Hodgins +4 more
2021· article· en· Canadian Journal of Public Health· Psychology
distilled prediction:candidate · noneconsensus · none
65
citations
affno abstractunlabeled
Preventing Adolescent Gambling Problems
Jeffrey L. Derevensky, Lynette Gilbeau
2019· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
65
citations
afffundunlabeled
Pathological gambling subtypes.
David D. Vachon, R. Michael Bagby
2009· article· en· Psychological Assessment· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
64
citations
afffundaboutno abstractunlabeled
Gambling and the Older Chinese in Canada
Daniel W. L. Lai
2005· article· en· Journal of Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
64
citations
affno abstractunlabeled
Impaired Self-Awareness in Pathological Gamblers
Damien Brevers, Axel Cleeremans, Antoine Bechara, Max Greisen, Charles Kornreich, Paul Verbanck +1 more
2012· article· en· Journal of Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
61
citations
aboutno affunlabeled
Gambling and problem gambling in Ontario 2005
Jamie Wiebe, Phil Mun, N. Leroy Kauffman
2006· article· en· Open MIND· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affno abstractunlabeled
Processes of changing gambling behavior
David C. Hodgins
2001· article· en· Addictive Behaviors· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
59
citations

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