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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
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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 3 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.

aboutno affgemma · metaresearchgpt · no categorymodels split
Human Research Ethics Committees in Technical Universities
David Koepsell, Willem‐Paul Brinkman, Sylvia C. Pont
2014· article· en· Journal of Empirical Research on Human Research Ethics· Engineering
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts+research_integrity
17
citations
affno abstractunlabeled
A Project-Centric Learning Strategy in Biotechnology
Seshasai Srinivasan, Amin Reza Rajabzadeh, Dan Centea
2020· book-chapter· en· Advances in intelligent systems and computing· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Defining Success in Open Science
Sarah E. Ali‐Khan, Antoine Jean, Emily MacDonald, E. Richard Gold
2018· article· en· MNI Open Research· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
The importance and future of biochemical engineering
Timothy A. Whitehead, Scott Banta, William E. Bentley, Michael J. Betenbaugh, Christina Chan, Douglas S. Clark +13 more
2020· article· en· Biotechnology and Bioengineering· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Open synthesis and the coronavirus pandemic in 2020
Neal Haddaway, Elie A. Akl, Matthew J. Page, Vivian Welch, Ciara Keenan, Tamara Lotfi
2020· review· en· Journal of Clinical Epidemiology· Engineering
distilled prediction:candidate · metaresearchconsensus · none
15
citations
affvenueunlabeled
DEVELOPING ETHICAL ENGINEERS WITH EMPATHY
Jennifer Howcroft, Kate Mercer, Jennifer Boger
2021· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
The Evolution of Medical Technology
Stuart A. Green
2001· article· en· Clinical Orthopaedics and Related Research· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Industry in the Classroom
Christopher K. Hobbs, Herbert H. Tsang
2014· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Ten Simple Rules for a successful remote postdoc
Kevin R. Burgio, Caitlin McDonough MacKenzie, Stephanie B. Borrelle, S. K. Morgan Ernest, Jacquelyn L. Gill, Kurt E. Ingeman +2 more
2020· editorial· en· PLoS Computational Biology· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
The Encyclopedia of Medical Robotics
Jaydev P. Desai, Rajni V. Patel, Antoine Ferreira, Sunil K. Agrawal
2018· book· en· WORLD SCIENTIFIC eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations

How this was built: Screen · Findings · About