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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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Educational Games and Gamification
Retraction
Abstract
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Label agreement
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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.

1,648 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.
1,648 works in the cohort · of 4,299,418page 29 of 33

Labels cover 5 of 1,648 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 1,648 of 1,648 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Teacher-Designed Games
Yang Liu
2020· book-chapter· en· Advances in early childhood and K-12 education· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
PROJETOS EDUCACIONAIS BASEADOS EM GAMIFICAÇÃO
Gérson Bruno Forgiarini de Quadros
2015· article· pt· Redin - Revista Educacional Interdisciplinar· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PACMHCI V5, CHI PLAY, September 2021 Editorial
Kathrin Gerling, Elisa D. Mekler, Regan L. Mandryk
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Towards a Research Agenda for Gameful Creativity
Sarah-Kristin Thiel, Christian Remy, Licínio Roque, Rita Orji, Peter Dalsgaard, Celine Latulipe +1 more
2019· article· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Nuts and Bolts
Thomas Valentine
2021· book-chapter· en· Apress eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Monster maths!
Claire Hewson
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Digital Serious Games as Tools to Support Education
Mamoudou Ndiaye, Fabrice Pirolli, Raphaëlle Crétin‐Pirolli
2025· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
spiral heat exchanger pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Columbus, Ohio
2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Innover dans l'enseignement de la natation
Régis Fayaubost, Lionel Roche, Cathy Rolland, Sébastien Maire
2023· article· fr· L Education physique en mouvement· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Teaching Difficult Topics
2024· book· en· University of Michigan Press eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Creating Ideas for Iterating
Julia Naomi Rosenfield Boeira
2023· book-chapter· en· Apress eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Videogame Sciences and Arts
2024· book· en· Communications in computer and information science· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Powergaming by Spamming in a Learning Game
Nafisul Kiron, Mehnuma Tabassum Omar, Julita Vassileva
2023· book-chapter· en· Lecture notes in computer science· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial
Alessandro De Gloria
2016· editorial· en· International Journal of Serious Games· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
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