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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 7 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.

afffundno abstractunlabeled
Biomedical Engineering Systems and Technologies
Ana Cecília A. Roque, Denis Gračanin, Ronny Lorenz, Athanasios Tsanas, Nathalie Bier, Ana Fred +1 more
2023· book· en· Communications in computer and information science· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
The biotechnology industry: What's next?
Pierre A. Guertin
2009· article· en· Biotechnology Journal· Engineering
distilled prediction:candidate · research_integrityconsensus · none
4
citations
aboutno affunlabeled
IBM 2016 community hackathon
Chı́nh T. Hoàng, John Liu, Zubaid Bokhari, Allen Chan
2016· article· en· Computer Science and Software Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
afffundaboutunlabeled
Outreach facilities within a research center
Véronique Zambon, Gabrielle Thériault, Anne-Sophie Poulin-Girard
2012· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affvenueaboutunlabeled
THE GRADUATE SPECIALIZATION IN ENGINEERING EDUCATION
Jillian Seniuk Cicek, Marcia Friesen, Danny Mann, Nishant Balakrishnan, Renato Rodrigues, Jeff Paul
2021· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Students Taking Action on Engineering Ethics
Heather Dillon, Jeffrey Welch, Nicole Ralston, Rebecca Levison
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Licensing Software Engineers?
Philippe Kruchten
2008· article· en· IEEE Software· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Design: A neglected factor in medicine
Lukas A. Holzer, Gerold Holzer
2020· letter· en· McGill Journal of Medicine· Engineering
distilled prediction:candidate · research_integrityconsensus · none
3
citations
affunlabeled
Collaborative online international learning in physiology: a case study
Jose Ignacio Priego‐Quesada, Andresa M.C. Germano, Daniel Schmidt, Alberto Encarnación‐Martínez, Andressa L. Lemos, Carlos Sendra‐Pérez +14 more
2024· article· en· AJP Advances in Physiology Education· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Robotics in Healthcare
Apar Gupta, G.R. Vaisshalli
2022· article· en· Asian Journal of Applied Science and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Tech Lunar Toilet: A STEM Project with High School Students
José Darío Perea, David Guillermo Bustamante, Ana Maria Perez, Kyangzi Calderon Cerquera, Carolina Orozco-Donneys, Ana María Orozco +1 more
2021· article· en· European Journal of STEM Education· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About