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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.

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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.

affaffiliation
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venuejournal
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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 33 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.

affvenueunlabeled
STUDYROOM: AN APPLICATION FOR STUDENT COLLABORATION
Emmanuel Alexander, Kyle Scharf, Jarred Szabadi
2015· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Collaborative writing in a software game
HanssonT., van HeugtenL.
2006· article· en· Advanced Technology for Learning· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Developer Collaboration Network
Professor Reda Alhajj, Professor Jon Rokne
2014· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Designing an Online Collaborative Exam:
Mariel Miller, Safoura Askari
2024· article· en· The Open/Technology in Education Society and Scholarship Association Journal· Psychology
distilled prediction:candidate · research_integrityconsensus · none
0
citations
affunlabeled
Brevity is the Soul of Wit
Michael Ullyot
2017· book-chapter· en· IGI Global eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Explorando la Metacognición en Población de Habla Hispana: Adaptación y Validación de la Escala de Autoevaluación de la Metacognición (MSAS)
Miquel Alabèrnia Segura, Danielle Mullins, Anna Carulla Flix, Guillem Feixas
2025· article· en· Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
affno abstractunlabeled
Collaborative Writing: Strategies and Activities
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Interactive Multimedia as Research Portrayal.
Marlo Steed, Rick Mrazek
2000· article· en· Society for Information Technology & Teacher Education International Conference· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About