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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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Digital Games and Media
Retraction
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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
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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
Evidence
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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 3 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.

affno abstractunlabeled
Classic Nintendo games are (computationally) hard
Greg Aloupis, Erik D. Demaine, Alan Guo, Giovanni Viglietta
2015· article· en· Theoretical Computer Science· Social Sciences
distilled prediction:candidate · stsconsensus · none
51
citations
aboutno affunlabeled
Readers in Reading Groups
DeNel Rehberg Sedo
2003· article· en· Convergence The International Journal of Research into New Media Technologies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
50
citations
affunlabeled
Contested Formations of Digital Game Labor
Greig de Peuter, Chris J. Young
2019· article· en· Television & New Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
48
citations
fundno affunlabeled
Multiliteracies: Life of an Idea
Mary Kalantzis, Bill Cope
2023· article· en· The International Journal of Literacies· Social Sciences
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Alienated Playbour
Nicholas Taylor, Kelly Bergstrom, Jennifer Jenson, Suzanne de Castell
2015· article· en· Games and Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
fundno affunlabeled
The Videogame Industry Does Not Exist
Brendan Keogh
2023· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Point and Shoot
Cindy Poremba
2006· article· en· Games and Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Pedagogy in Commercial Videos
Katrin Becker
2007· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
venueno affunlabeled
Tom Nook, Capitalist or Comrade?
Emma Vossen
2021· article· en· Loading· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
The Avatar Affordances Framework
Victoria McArthur, Robert J. Teather, Jennifer Jenson
2015· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Camaraderie Reincorporated
Gavin Weedon
2015· article· en· Journal of Sport and Social Issues· Social Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
afffundunlabeled
A Computational Model of Perceived Agency in Video Games
David Thue, Vadim Bulitko, Marcia L. Spetch, Trevon Romanuik
2011· article· en· Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment· Social Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
StreamSketch
Zhicong Lu, Rubaiat Habib Kazi, Li‐Yi Wei, Mira Dontcheva, Karrie Karahalios
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Games, narrative and the design of interface
Jim Bizzocchi, Ming-Xien Lin, Theresa Jean Tanenbaum
2011· article· en· International Journal of Arts and Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Survivance Among Social Impact Games
Elizabeth LaPensée
2014· article· en· Loading...· Social Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
The State of Library Makerspaces
Fangmin Wang, Weina Wang, Sally Wilson, Namir Ahmed
2016· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Reading Bestsellers
Danielle Fuller, DeNel Rehberg Sedo
2023· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
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How this was built: Screen · Findings · About