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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
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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 8 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.

afffundunlabeled
Socially Consistent Characters in Player-Specific Stories
David Thue, Vadim Bulitko, Marcia L. Spetch, Michael A. Webb
2010· article· en· Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
GEMS
Jason Procyk, Carman Neustaedter
2013· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Netflix and the design of the audience
Jason Juan Matthew
2020· article· en· MedieKultur Journal of media and communication research· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
An imagery-based intervention for managing anxiety in esports
Krista J. Munroe‐Chandler, Todd M. Loughead, Erkin G. Zuluev, Frank O. Ely
2023· article· en· Journal of Imagery Research in Sport and Physical Activity· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Cross-dressing and border crossing
Ron Wakkary, Thecla Schiphorst, Jim Budd
2004· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Online Games, Gender and Feminism in
Jennifer Jenson, Suzanne de Castell
2014· other· en· The International Encyclopedia of Digital Communication and Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Serious Fun
Beth Driscoll, Claire Squires
2018· article· en· Mémoires du livre· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Media hysteresis
Philippe Théophanidis, Ghislain Thibault
2017· article· en· Alphaville Journal of Film and Screen Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Playing with Pain
Tsugumi Okabe, Jérémie Pelletier-Gagnon
2019· article· en· Journal of the Japanese Association for Digital Humanities· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
New Leisure and Leisure Customization
Robert A. Stebbins
2009· article· en· World Leisure Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
Global convergence cultures: transmedia earth
M. Freeman, William Proctor
2018· book· en· Loughborough University Institutional Repository (Loughborough University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
11
citations
affunlabeled
Media spaces
Ron Baecker, Steve Harrison, Bill Buxton, Steven Poltrock, Elizabeth F. Churchill
2008· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
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
affunlabeled
Cheating in social network games
Irene Serrano Vázquez, Mia Consalvo
2013· article· en· New Media & Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About