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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
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 6 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.

venueno affunlabeled
Subtyping Study of a Pathological Gamblers Sample
Eva M. Álvarez‐Moya, Susana Jiménez‐Múrcia, Ma Neus Aymamí, Mónica Gómez‐Peña, Roser Granero, Juanjo Santamaría +2 more
2010· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · noneconsensus · none
85
citations
affaboutunlabeled
Are Online Gamblers More At Risk Than Offline Gamblers?
Sylvia Kairouz, Catherine Paradis, Louise Nadeau
2011· article· en· Cyberpsychology Behavior and Social Networking· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
84
citations
affno abstractunlabeled
Big-Five personality domains predict drinking motives
Jennifer Theakston, Marliese Y. Dawson, Sarah A.B Knowlden-Loewen, Darrin R. Lehman
2004· article· en· Personality and Individual Differences· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
83
citations
venueno affunlabeled
Phenomenology and Treatment of Behavioural Addictions
Jon E. Grant, Liana R.N. Schreiber, Brian L. Odlaug
2013· review· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
affunlabeled
Reduced model-based decision-making in gambling disorder
Florent Wyckmans, A. Ross Otto, Miriam Sebold, Nathaniel Daw, Antoine Bechara, Mélanie Saeremans +4 more
2019· article· en· Scientific Reports· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
afffundunlabeled
Conceptual Framework of Harmful Gambling, Third Edition
Max Abbott, Per Binde, Luke Clark, David C. Hodgins, Mark R. Johnson, Darrel Manitowabi +5 more
2018· report· en· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
78
citations

How this was built: Screen · Findings · About