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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.

affaffiliation
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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 15 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
Social and Affective Presence to Achieve Quality Learning in MOOCs
Rita Kop, Hélène Fournier
2013· article· en· E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Running Distance Education at Scale
John Daniel
2022· book-chapter· en· Handbook of Open, Distance and Digital Education· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
New Personal Learning Ecosystems
Hélène Fournier, Rita Kop, Heather Molyneaux
2019· book-chapter· en· Advances in educational technologies and instructional design book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Artificial Intelligence application in Education
Roxana Yolanda Castillo-Acobo, David Raúl Hurtado Tiza, Lucy Marisol Guanuchi Orellana, Betzy Zeytel Llerena Cajigas, Freddy Toribio Huayta Meza, C. Sota +5 more
2023· article· en· Journal of Namibian Studies History Politics Culture· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Learning in the Wild: Coding Reddit for Learning and Practice
Priya Kumar, Anatoliy Gruzd, Caroline Haythornthwaite, Sarah C. Gilbert, Marc Esteve Del Valle, Drew Paulin
2021· preprint· en· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
affunlabeled
Micro Credentialing in the Landscape of Higher Education
Shereena Aruldason, A. David Edwards
2021· book-chapter· en· Advances in higher education and professional development book series· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
An Approach to Measure Coding Competency Evolution
Vive Kumar, Kinshuk, Thamaraiselvi Somasundaram, Steve Harris, David Boulanger, Jérémie Seanosky +2 more
2014· book-chapter· en· Lecture notes in educational technology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
venueno affunlabeled
Research Trends in K–12 MOOCs: A Review of the Published Literature
Φίλιππος Κουτσάκας, George Chorozidis, Angeliki Karamatsouki, Charalampos Karagiannidis
2020· review· en· The International Review of Research in Open and Distributed Learning· Computer Science
distilled prediction:candidate · metaresearch+open_science+research_integrityconsensus · none
5
citations
affunlabeled
Ethical Codes and Learning Analytics
Stephen Downes
2020· article· en· EDEN Conference Proceedings· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About