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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
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 6 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
Pet video chat
Jennifer Golbeck, Carman Neustaedter
2012· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
afffundunlabeled
From DIY tutorials to DIY recipes
Matthew A. Dalton, Audrey Desjardins, Ron Wakkary
2014· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Neo-immersion
Jennifer R. Whitson, Chris Eaket, Brian Greenspan, Natalie King
2008· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
The Fall of the Fourth Wall
Samantha Stahlke, James Robb, Pejman Mirza-Babaei
2018· article· en· International Journal of Gaming and Computer-Mediated Simulations· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
TwitchViz
Rui Pan, Lyn Bartram, Carman Neustaedter
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Frontiers: Digital Hermits
Jeanine Miklós‐Thal, Avi Goldfarb, Avery Haviv, Catherine E. Tucker
2024· article· en· Marketing Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
19
citations
fundno affunlabeled
Situating the videogame maker’s agency through craft
Brendan Keogh
2021· article· en· Convergence The International Journal of Research into New Media Technologies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
18
citations
afffundvenueunlabeled
Blogging and the Politics of Melancholy
Michael Keren
2004· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Players' Stories and Secrets in Animal Crossing
Xin Tong, Diane Gromala, Carman Neustaedter, F. David Fracchia, Yisen Dai, Zhicong Lu
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Seek What You Need
Susanne Poeller, Saskia Seel, Nicola Baumann, Regan L. Mandryk
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Diary Methods in AAA Games User Research
Serena Hillman, Tad Stach, Jason Procyk, Veronica Zammitto
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Actually, Esports Is Sport
Michael L. Naraine
2021· article· en· Sports Innovation Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Constructing the Ideal EVE Online Player
Kelly Bergstrom, Marcus Carter, Darryl Woodford, Christopher Paul
2014· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
eSports
Julien Bousquet, Myriam Ertz
2021· book-chapter· en· Advances in e-business research series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Queerness in Play
Todd Harper, Meghan Blythe Adams, Nicholas Taylor
2018· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
afffundunlabeled
Theorizing comic cons
Benjamin Woo, Brian R. Johnson, Bart Beaty, Miranda Campbell
2020· article· en· The Journal of Fandom Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
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How this was built: Screen · Findings · About