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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 Capillary Electrophoresis Applications
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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.

1,498 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.
1,498 works in the cohort · of 4,299,418page 1 of 30

Labels cover 4 of 1,498 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 1,498 of 1,498 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Integrated microfluidic devices
David Erickson, Dongqing Li
2003· article· en· Analytica Chimica Acta· Engineering
distilled prediction:candidate · noneconsensus · none
717
citations
afffundno abstractunlabeled
Immunoassays in microfluidic systems
Alphonsus H. C. Ng, Uvaraj Uddayasankar, Aaron R. Wheeler
2010· review· en· Analytical and Bioanalytical Chemistry· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
342
citations
affunlabeled
Current techniques for single-cell lysis
Robert B. Brown, Julie Audet
2008· review· en· Journal of The Royal Society Interface· Engineering
distilled prediction:candidate · noneconsensus · none
259
citations
affno abstractunlabeled
Ferrofluid-based microchip pump and valve
Herb Hartshorne, C. Backhouse, William Lee
2004· article· en· Sensors and Actuators B Chemical· Engineering
distilled prediction:candidate · noneconsensus · none
221
citations
fundno affunlabeled
Torque-Actuated Valves for Microfluidics
Douglas B. Weibel, Maarten Kruithof, Scott Potenta, Samuel K. Sia, Andrew Lee, George M. Whitesides
2005· article· en· Analytical Chemistry· Engineering
distilled prediction:candidate · noneconsensus · none
192
citations
afffundunlabeled
Lab-on-chip technology for chronic disease diagnosis
Jiandong Wu, Meili Dong, Claudio Rigatto, Yong Liu, Francis Lin
2018· review· en· npj Digital Medicine· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
167
citations
affunlabeled
Serial siphon valving for centrifugal microfluidic platforms
Jonathan Siegrist, Robert Gorkin, Liviu Clime, Emmanuel Roy, Régis Peytavi, Horacio Kido +3 more
2009· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
149
citations
affno abstractunlabeled
Microfluidic DNA microarray analysis: A review
Lin Wang, Paul C. H. Li
2010· review· en· Analytica Chimica Acta· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
141
citations

How this was built: Screen · Findings · About