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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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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.

1,694 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.
1,694 works in the cohort · of 4,299,418page 17 of 34

Labels cover 10 of 1,694 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 1,694 of 1,694 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Big Data for Educational Service Management
Santosh Kumar Ray, Mohammed M. Alani, Amir Ahmad
2022· book-chapter· en· Studies in big data· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
4
citations
affunlabeled
AI in the Classroom: A Systematic Review of Barriers to Educator Acceptance
Ellaine Joy G. Eusebio, Philip Baldera, Aljay Marc C. Patiam, Emelyn Rico Villanueva, Norilyn Asedente Gaa, Alexander T. Solis +2 more
2025· article· en· International Journal of Learning Teaching and Educational Research· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
4
citations
affunlabeled
Analytics for learning and becoming in practice
Simon Knight, Alysa Friend Wise, Golnaz Arastoopour Irgens, David Williamson Shaffer, Simon Buckingham Shum, Paul A. Kirschner
2014· article· en· Open Research Online (The Open University)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affvenueno abstractunlabeled
MOOCs : faits et chiffres
Thierry Karsenti
2015· article· fr· Revue internationale des technologies en pédagogie universitaire· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Editorial: Online and Offline Modulators of Motor Learning
Shahabeddin Vahdat, Geneviève Albouy, Bradley R. King, Ovidiu Lungu, Julien Doyon
2017· editorial· en· Frontiers in Human Neuroscience· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Scholarship in an age of big data
Rachel Ellaway
2013· article· en· Medical Teacher· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Data Analysis and Likert Scale
Shizuhiko Nishisato
2023· book-chapter· en· Behaviormetrics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Le phénomène des MOOCs (Massive Open Online Courses)
Federica Minichiello
2013· article· fr· Revue internationale d éducation de Sèvres· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
3
citations
affunlabeled
Money models for MOOCs
Chrysanthos Dellarocas, Marshall Van Alstyne
2013· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
aboutno affunlabeled
Post Graduate Admission Prediction Using ANN
Meenakshi Bhrugubanda, Varsha Udutha, Sri Charan Yella
2023· article· en· International Journal for Research in Applied Science and Engineering Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About