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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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Critical Gambling Studies
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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.

123 results · 1 filter active ·
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20192025
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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.
123 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 123 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 123 of 123 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundvenueno affunlabeled
Responsible Gambling: A Scoping Review
Jennifer Reynolds, Sylvia Kairouz, Samantha Ilacqua, Martin French
2020· review· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
venueno affunlabeled
Social Costs of Gambling Harm in Italy
Fabio Lucchini, Simona Comi
2022· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
10
citations
affvenueunlabeled
Trauma and Gambling
Eva Monson, Patrizia Villotti, Benjamin Hack
2023· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
afffundvenueunlabeled
Interpassive Gambling
Pauline Hoebanx, Martin French
2023· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affvenueunlabeled
Pocket Queens: Poker, Women, Stories
Julie Rak
2021· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundvenueunlabeled
“Almost the Same but not Quite”
Fiona Nicoll, César Albarrán‐Torres
2022· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
affvenueunlabeled
Editorial: What are Critical Gambling Studies?
Fiona Nicoll, Kate Bedford, Angela Rintoul, Charles Livingstone, Emma Casey
2022· editorial· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affvenueunlabeled
Editorial, Volume 1, Issue 1
Fiona Nicoll, Murat Akçayır
2020· article· en· Critical Gambling Studies· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
US Gambling Stagnation
Thomas E. Lambert
2023· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundvenueunlabeled
Where Isn’t the Action?
James Cosgrave
2020· article· en· Critical Gambling Studies· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
4
citations
affvenueunlabeled
Responsible Gambling: Who is Responsible?
Darren R. Christensen
2020· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
High Stakes in the Bazaar
Wesam Adel Hassan
2025· article· en· Critical Gambling Studies· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Gambling, Deprivation and Class
Emma Casey
2021· article· en· Critical Gambling Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
A Response to Gambling Studies’ #MeToo Moment
Fiona Nicoll, Murat Akçayır
2020· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affvenueunlabeled
Gambling and Social Theory - Part 1
Jim Cosgrave
2020· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Postcolonial Africa and its Lotteries
Ilana van Wyk
2021· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
“It Always Depends on the Context”
Adèle Morvannou, Eva Monson, Marianne Saint-Jacques, Vincent Wagner, Valérie Aubut, Natacha Brunelle +1 more
2023· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
Health Above Profits – We Need a New Gambling Act
May CI van Schalkwyk, Rebecca Cassidy, Jenny Blythe, Niko Ovenden
2023· article· en· Critical Gambling Studies· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundvenueunlabeled
Pocket Queens
Julie Rak
2022· article· en· Critical Gambling Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
The Walking Dead
Fiona Nicoll, Mark R. Johnson
2019· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Editorial: What are Critical Indigenous Gambling Studies?
Darrel Manitowabi, Fiona Nicoll
2021· editorial· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
2
citations
venueno affunlabeled
Welcome Inside The Casino Cottage
Åsa Kroon
2023· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
The Myth of the "Integrated Resort"
Kah‐Wee Lee
2022· article· en· Critical Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations

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