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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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Digital Games and Media
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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.

2,326 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.
2,326 works in the cohort · of 4,299,418page 9 of 47

Labels cover 7 of 2,326 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 2,326 of 2,326 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Trouncing in Dota 2: An Investigation of Blowout Matches
Markos Viggiato, Cor‐Paul Bezemer
2020· article· en· Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Video Games as Moral Universes
Neal Thomas
2004· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affvenueunlabeled
Epidemic: Learning Games Go Viral
Jennifer Jenson, Nicholas Taylor, Suzanne de Castell
2011· article· en· Journal of the Canadian Association for Curriculum Studies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affunlabeled
Unraveling <i>Braid</i>
Luke Arnott
2012· article· en· Bulletin of Science Technology & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
10
citations
affunlabeled
Hacking Public Memory
David Thomas Murphy
2013· article· en· Games and Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Experiential Metaphors in Abstract Games
Jason Begy
2013· article· en· Transactions of the Digital Games Research Association· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
The Ambience of Ambience
Luke Oliver Jaaniste
2010· article· en· M/C Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Chess as a Conversation
Gregor McEwan, Carl Gutwin
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Immersion, digital fiction, and the switchboard metaphor
Astrid Ensslin, Alice Bell, Jen Smith, Isabelle van der Bom, R. Lyle Skains
2019· article· en· SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
9
citations
affunlabeled
Seriality and Texts for Young People
Mavis Reimer, Nyala Ali, Deanna England, Melanie Dennis Unrau
2014· book· en· Palgrave Macmillan UK eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Crafting Play: Little Big Planet
Emma Westecott
2011· article· en· OCAD University Open Research Repository (OCAD University)· Social Sciences
distilled prediction:candidate · stsconsensus · none
9
citations

How this was built: Screen · Findings · About