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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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Biomedical and Engineering Education
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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.

1,179 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.
1,179 works in the cohort · of 4,299,418page 9 of 24

Labels cover 5 of 1,179 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 1,179 of 1,179 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
STEM/STEAM 2022
Elaine Humphrey
2022· article· en· Microscopy Today· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundvenueaboutunlabeled
CLIENT-BASED CORNERSTONE DESIGN PROJECTS
Justine Boudreau, Hanan Anis
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Ingenuity research: current problems and future prospects
Israel Drori, Benson Honig, Joseph Lampel
2014· book-chapter· en· Edward Elgar Publishing eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
The rime of the ancyent programmer
Stephen B. Jenkins
2007· article· en· Communications of the ACM· Engineering
distilled prediction:candidate · open_scienceconsensus · none
2
citations
affunlabeled
Curriculum Design for Integrative Physiology
Dee U. Silverthorn, Penelope A. Hansen
2007· book-chapter· en· Humana Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Steering towards safe self-driving laboratories
Shi Xuan Leong, Caleb E. Griesbach, Rui Zhang, Kourosh Darvish, Yuchi Zhao, Abhijoy Mandal +3 more
2024· preprint· en· ChemRxiv· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affvenueaboutunlabeled
The Role of Biology in an Engineering Program
Danny Mann
2012· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Learning about Failure from Successful Ecosystems
Onil Bhattacharyya, R. Sacha Bhatia
2015· letter· en· A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
afffundvenueaboutunlabeled
THE ROLE OF MAKERSPACES IN INCLUSIVITY IN ENGINEERING
Justine Boudreau Boudreau, Hanan Anis
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
HOW DO FIRST YEAR STUDENTS FORM THEIR PROJECT TEAMS?
Elizabeth Maggs, Carol Hulls, Chris Rennick, Mary Ann Robinson
2018· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Where Good Ideas Come from: Where the Wild Things Are!
Kieran J. Murphy, Gavin J.B. Elias, Jaffer Hussain, Rashesh Mandani
2012· letter· en· Journal of Vascular and Interventional Radiology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About