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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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Microfluidic and Bio-sensing Technologies
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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.

1,026 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.
1,026 works in the cohort · of 4,299,418page 14 of 21

Labels cover 0 of 1,026 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 1,026 of 1,026 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sizing Cells Using Acoustic Flow Cytometry
Eric M. Strohm, Vaskar Gnyawali, Joseph A. Sebastian, Robert Ngunjiri, Michael J. Moore, Scott Tsai +1 more
2018· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
High-throughput microfluidic cell sorting platform (MICS)
David Philpott, Peter M. Aldridge, Barbara Mair, Randy Singh Atwal, Sanna N. Masud, Meng Zhang +5 more
2019· preprint· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Microfluidic device fabrication with serigraphy technique
Vahé Nerguizian, Anas Alazzam, Jules Gauthier, Dacian Roman, Ion Stiharu, Miguel N. Burnier
2015· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Dielectric Properties of Cells
Elham Salimi, Greg E. Bridges
2019· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Techniques for Genetic Manipulation
Carla García López, Luis Saralegui Remón, Cristina Uruén García, Camila Bosch Díaz, Paula Jurado Romero, Marcelo Gottschalk +1 more
2024· article· en· Methods in molecular biology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Strong Imbibition in Patterned Microfluidics
Benzhong Zhao, Christopher W. MacMinn, Rubén Juanes
2023· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

How this was built: Screen · Findings · About