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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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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 38 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.

venueno affunlabeled
Problem gambling—a Lacanian Real
Anita Borch
2015· article· en· The International Journal of Alcohol and Drug Research· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Gambling in children and adolescents
Rina Gupta, JL Pinzon
2012· article· en· Paediatrics & Child Health· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affgemma · metaepi_broadgpt · metaepi_broadmodels agree
Gambling disorder and suicide risk: A meta-epidemiology study
Liaoyao Wang, Xinyi Qin, Yuejie Lu, Hejing Pan, Xuanlin Li, Le Luo
2025· review· en· Journal of Psychiatric Research· Psychology
machine prediction:candidate · metaepi_broadconsensus · none
3
citations
affvenueunlabeled
Gambling and Social Theory - Part 1
Jim Cosgrave
2020· article· en· Critical Gambling Studies· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
Underage gambling in Ontario casinos
Edward M. Adlaf, Angela Paglia‐Boak, Anca Ialomiteanu
2006· article· en· Journal of Gambling Issues· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
10.1016/s0246-1072(18)90472-4
Nicolás Franck
2000· article· en· Time to knit· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
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