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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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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 6 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.

afffundunlabeled
How Multidisciplinary is Gamification Research?
Nicholas O’Donnell, Dennis L. Kappen, Zachary Fitz-Walter, Sebastian Deterding, Lennart E. Nacke, Daniel Johnson
2017· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
afffundunlabeled
Should Gamification be Personalized? A Self- deterministic Approach
Mario Passalacqua, Sylvain Sénécal, Marc Frédette, Lennart E. Nacke, Robert Pellerin, Pierre‐Majorique Léger
2021· article· en· AIS Transactions on Human-Computer Interaction· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affunlabeled
Does Helping Hurt?
Carl Gutwin, Rodrigo Vicencio-Moreira, Regan L. Mandryk
2016· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
25
citations
venueno affunlabeled
Game-Based Learning Outcomes Among Physiotherapy Students: Comparative Study
Guadalupe Molina‐Torres, Miguel Rodriguez‐Arrastia, Raquel Alarcón, Nuria Sánchez‐Labraca, María del Mar Sánchez‐Joya, Pablo Román +1 more
2021· article· en· JMIR Serious Games· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Game Dynamics that Support Snacking, not Feasting
Dmitry Alexandrovsky, Maximilian A. Friehs, Max V. Birk, Rowan K. Yates, Regan L. Mandryk
2019· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
25
citations
affno abstractunlabeled
Designing Virtual Gaming Simulations
Margaret Verkuyl, Jennifer Lapum, Oona St-Amant, Michelle Hughes, Daria Romaniuk, Paula Mastrilli
2019· article· en· Clinical Simulation in Nursing· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Gamification in nursing literature: an integrative review
Upinder Sarker, Heather Kanuka, Colleen M. Norris, Christy Raymond, Olive Yonge, Sandra Davidson
2021· review· en· International Journal of Nursing Education Scholarship· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affno abstractunlabeled
Simulation-Based Learning
Claude Frasson, Emmanuel Blanchard
2012· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
affunlabeled
CADament
Wei Li, Tovi Grossman, George Fitzmaurice
2014· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations

How this was built: Screen · Findings · About