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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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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
fundfunder
venuejournal
aboutaboutness

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 12 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.

fundno affunlabeled
Communities Support Engineering as a College Major Choice
Stacey Vaziri, Marie Paretti, Jacob Grohs, Liesl Baum, Marlena McGlothlin Lester, Phyllis Newbill
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundvenueunlabeled
ENGCON: A PRE-CAPSTONE ENGINEERING DESIGN CONVENTION
Chris Rennick, Eugene Li
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
Enhancing Parenting Using AI: Exploratory Hackathon
Peter Woods, Stephen Donohoe, Louise Turtle, Udit Agrawal, Joshua Humphriss, Niel Cordes +1 more
2025· article· en· JMIR Formative Research· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
LEGO SERIOUS PLAY AND THE GRADUATE ATTRIBUTES
R. Balakrishnan, Jillian Seniuk Cicek, Priya S. Mani, Danny Mann
2020· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Multi-agent System to Support Creative Workshop
Alex Gabriel, Davy Monticolo, Maurício Camargo, Mario Bourgault
2015· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
BioCAS 2023 Frontmatter
2023· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Author response: Bioengineering horizon scan 2020
Luke Kemp, Laura Adam, Christian R. Boehm, Rainer Breitling, Rocco Casagrande, Malcolm Dando +30 more
2020· peer-review· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Case studies in clinical biomedical research
Erwin B. Montgomery
2024· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Special Section on Selected Papers From IEEE BioCAS 2024
Sohmyung Ha, Hossein Kassiri, Milin Zhang, Andrea Cossettini
2025· article· en· IEEE Transactions on Biomedical Circuits and Systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Letter from the Editor
Cole Goshulak
2015· letter· en· Political Science Undergraduate Review· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Metodología de diseño en productos médicos (2014)
María Camila Cárdenas Garavito
2019· article· es· Cuadernos del Centro de Estudios de Diseño y Comunicación· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
afffundvenueunlabeled
On Becoming Educator-Changemakers
Kai Zhuang, Franz Newland
2018· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About