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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
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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.

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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.

1,648 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.
1,648 works in the cohort · of 4,299,418page 13 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Long-Term Gamification: A Survey
Lei Huang, Chao Deng, Jennifer E. Hoffman, Reza Hadi Mogavi, Justin Juho Kim, Pan Hui
2024· book-chapter· en· Lecture notes in computer science· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
Game-based learning and the role of feedback
BurgosD., van NimwegenC., van OostendorpH., KoperR.
2007· article· en· Advanced Technology for Learning· Psychology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Baroque Baroque revolution
Jennifer Jenson, Suzanne de Castell, Nicholas Taylor, Milena Droumeva
2008· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
The Simulation-Game Controversy
J. R. Parker, Katrin Becker
2013· article· en· International Journal of Gaming and Computer-Mediated Simulations· Psychology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Modeling Games in the K-12 Science Classroom
Kara Krinks, Pratim Sengupta, Douglas B. Clark
2019· article· en· International Journal of Gaming and Computer-Mediated Simulations· Psychology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Gamifying the Media Classroom
Katie Seaborn, Deborah I. Fels, Rob Bajko, Jaigris Hodson
2017· article· en· International Journal of Game-Based Learning· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
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