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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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Intelligent Tutoring Systems and Adaptive Learning
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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.

789 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.
789 works in the cohort · of 4,299,418page 13 of 16

Labels cover 1 of 789 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 789 of 789 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cogniroot Edge: A Quest for A Fair AI Grader
MD Nashid Anjum, Shamim Ahmed, Mahmudul Hasan, Wenjun Lin
2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Closing the Feedback Loop with Mastery Tasks
G. R. Lee-Dadswell, Fraser Cunningham Turner
2023· article· en· The Physics Teacher· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Systèmes tutoriels émotionnellement intelligents
Magalie Ochs
2004· dissertation· fr· Open MIND· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Experiences with Computer-Based Testing (CBT)
Jim Sosnowski, Armando Fox, Dan Garcia, Firas Moosvi, Mariana Silva, Matthew West +1 more
2025· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reprogram Your Learning Patterns
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
The Architecture of Object-Based Attention
Patrick Cavanagh, Gideon P. Caplovitz, Taissa K. Lytchenko, Marvin R. Maechler, Peter U. Tse, David R. Sheinberg
2024· article· en· Journal of Vision· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Computational Thinking i Matematik og Naturvidenskab:Evaluering af kursusforløbet efter det første gennemløb 2018-2019. Rapport udarbejdet for Danske Science Gymnasier (DASG) af Center for Computational Thinking & Design, Aarhus Universitet
Jesper Buch, Adam Etches, Keld Nielsen, Line Have Musaeus, Hermes Arthur Hjorth
2019· report· da· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaepi_narrow
0
citations
affunlabeled
eQ Through the FOSP Method
Violeta Damjanović, Miloš Kravčík, Dragan Gašević
2005· article· en· Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations

How this was built: Screen · Findings · About