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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 18 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.

afffundunlabeled
[Front matter]
Lockheed Martin, Lockheed Marti, Elias Aboutanios, Raviraj Adve, Fauzia Ahmad, C. Allen +320 more
2022· article· en· 2022 IEEE Radar Conference (RadarConf22)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
How to Get a New Lab?
Douglas M. Lucas
2018· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
2020-2021 IgNITE Medical Case Competition: Regenerative Medicine
Dejan Bojic, Bianka Bezuidenhout, Hertek Gill
2021· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Engineering
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
venueno affunlabeled
Exploration on Laboratory Management
Bing Wang
2023· article· en· Advances in Educational Technology and Psychology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hackathon-driven tutorial development
Bruno M. Grande, Arjun Baghela, Anna Cavalla, Florian Privé, Peter Zhang, Yisong Zhen
2018· preprint· en· F1000Research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Biophotonics science and technology
Vasudevan Lakshminarayanan
2019· article· en· Contemporary Physics· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Align Technology to host Invisalign Live ‘25
Ryan Molis, Sandra Tai, S.K. Reinhardt
2025· article· en· Dental Update· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
AMS catering service : drop off model
Abhishek Shah, Zaid Al-Jawadi, Wayne Lu, Arturo Brosig, Zishuai Zhang
2015· article· en· Open Collections· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
2022-2023 SSGSA STEM Sustainability Case Competition: Genetic Engineering
Michael Braun Hamilton, Meryam Tawfik, Massimo Maiuri, Amelia Rilling, Grace Basso, Sukhjot Pooni +1 more
2023· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Young innovators and the bioeconomy
Xinyi E. Chen, S. B. King, Sarah W.S. Ng, Paarsa Salman, Janella C. Schwab, Parneet Sekhon
2022· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Case Studies in Clinical Biomedical Research
Erwin B. Montgomery
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0765-2046(97)80140-2
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Case Study #3: Everyplace Labs
Michael Tu, Claire Zhou
2025· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
IEA 2021 Patient Safety Design Competition
Chelsea A. DeGuzman, Joelle Girgis, Sadeem Munawar Qureshi, Michael Greig, Amar Latchman, Audrey Benmergui +16 more
2021· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About