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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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Innovative Teaching and Learning Methods
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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.

2,128 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.
2,128 works in the cohort · of 4,299,418page 17 of 43

Labels cover 7 of 2,128 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 2,128 of 2,128 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Development of Task Understanding and Monitoring in Information Retrieval Environments: Demystifying Metacognitive and Self-Regulatory Mechanisms in Graduate Learners Using Topic Maps Indexing Technologies to Improve Essay-Writing Skills
Vivek Venkatesh, Kamran Shaikh, Amna Zuberi, Kathryn Urbaniak, Timothy Gallant, Arun Lakhana
2013· book-chapter· en· Springer international handbooks of education· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
10.18162/ritpu.2009.158
Hélène Fournier, Jean Loiselle
2016· dataset· fr· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
6
citations
affno abstractunlabeled
Elaborating the Context Calculator: A Design Experiment in Geothermy
Claire Anjou, Thomas Forissier, Jacqueline Bourdeau, Yves Mazabraud, Roger Nkambou, Frédéric Fournier
2017· book-chapter· en· Lecture notes in computer science· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affaboutunlabeled
Ecologies of Learning
Don Krug, Jenny Arntzen
2010· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
6
citations
affunlabeled
Playing Together
Jennifer Lock, Carol Johnson
2018· book-chapter· en· Advances in educational technologies and instructional design book series· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affunlabeled
Informal Learning in Digital Contexts
Jon Dron, Terry Anderson
2023· book-chapter· en· Handbook of Open, Distance and Digital Education· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations

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