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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.

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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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Microfluidics and Nanofluidics
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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
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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.

136 results · 1 filter active ·
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20042025
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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.
136 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 136 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 136 of 136 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
Microfluidics cell electroporation
Saeid Movahed, Dongqing Li
2010· article· en· Microfluidics and Nanofluidics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
147
citations
affno abstractunlabeled
Slip flow in non-circular microchannels
Zhipeng Duan, Yuri S. Muzychka
2007· article· en· Microfluidics and Nanofluidics· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
123
citations
afffundno abstractunlabeled
Microfluidic whole-blood immunoassays
Hai Jiang, Xuan Weng, Dongqing Li
2010· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
110
citations
affno abstractunlabeled
Thermo-pneumatic pumping in centrifugal microfluidic platforms
Kameel Abi‐Samra, Liviu Clime, Ling X. Kong, Robert Gorkin, Tae-Hyeong Kim, Yoon‐Kyoung Cho +1 more
2011· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
92
citations
affno abstractunlabeled
Electroosmotic flow at a liquid–air interface
Jacky S.H. Lee, Dongqing Li
2006· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
58
citations
fundno affno abstractunlabeled
Desktop micromilled microfluidics
Ali Lashkaripour, Ryan Silva, Douglas Densmore
2018· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
55
citations
affno abstractunlabeled
Microscale confinement features can affect biofilm formation
Aloke Kumar, David Karig, Rajesh Acharya, Suresh Neethirajan, Partha P. Mukherjee, Scott T. Retterer +1 more
2012· article· en· Microfluidics and Nanofluidics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Integrated electrochemical velocimetry for microfluidic devices
Erik Kjeang, Bettina Roesch, Jon McKechnie, David A. Harrington, Ned Djilali, David Sinton
2006· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
afffundno abstractunlabeled
Microfluidic DNA hybridization assays
Xuan Weng, Hai Jiang, Dongqing Li
2011· article· en· Microfluidics and Nanofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
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