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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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Electrowetting and Microfluidic Technologies
Retraction
Abstract
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Study design
Label agreement
Label status

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.

399 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
399 works in the cohort · of 4,299,418page 1 of 8

Labels cover 2 of 399 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 399 of 399 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Digital Microfluidics
Kihwan Choi, Alphonsus H. C. Ng, Ryan Fobel, Aaron R. Wheeler
2012· review· en· Annual Review of Analytical Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
813
citations
fundno affno abstractunlabeled
Flexible active-matrix electronic ink display
Y. Chen, Joanna Au, Peter T. Kazlas, Andrew Ritenour, Holly Gates, Michael D. McCreary
2003· article· en· Nature· Engineering
machine prediction:candidate · noneconsensus · none
597
citations
afffundunlabeled
Digital microfluidics for cell-based assays
Irena Barbulovic-Nad, Hao Yang, Philip S. Park, Aaron R. Wheeler
2008· article· en· Lab on a Chip· Engineering
machine prediction:candidate · noneconsensus · none
338
citations
affunlabeled
Putting Electrowetting to Work
Aaron R. Wheeler
2008· article· en· Science· Engineering
machine prediction:candidate · noneconsensus · none
311
citations
affno abstractunlabeled
Optofluidics for energy applications
David Erickson, David Sinton, Demetri Psaltis
2011· article· en· Nature Photonics· Engineering
machine prediction:candidate · noneconsensus · none
277
citations
affunlabeled
All-terrain droplet actuation
Mohamed Abdelgawad, Sergio L. S. Freire, Hao Yang, Aaron R. Wheeler
2008· article· en· Lab on a Chip· Engineering
machine prediction:candidate · noneconsensus · none
184
citations
fundno affunlabeled
Dielectrophoretic Assembly of Nanowires
Yaling Liu, Jae-Hyun Chung, Wing Kam Liu, Rodney S. Ruoff
2006· article· en· The Journal of Physical Chemistry B· Engineering
machine prediction:candidate · noneconsensus · none
180
citations
fundno affunlabeled
Reconfigurable and responsive droplet-based compound micro-lenses
Sara Nagelberg, Lauren D. Zarzar, Natalie J. Nicolas, Kaushikaram Subramanian, Vishnu Sresht, Daniel Blankschtein +4 more
2017· article· en· Nature Communications· Engineering
machine prediction:candidate · noneconsensus · none
170
citations
afffundunlabeled
A digital microfluidic electrochemical immunoassay
Mohtashim H. Shamsi, Kihwan Choi, Alphonsus H. C. Ng, Aaron R. Wheeler
2013· article· en· Lab on a Chip· Engineering
machine prediction:candidate · noneconsensus · none
126
citations
affunlabeled
Digital Microfluidic Cell Culture
Alphonsus H. C. Ng, Bingyu B. Li, M. Dean Chamberlain, Aaron R. Wheeler
2015· review· en· Annual Review of Biomedical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
90
citations
afffundunlabeled
Optical camera with liquid crystal autofocus lens
Tigran Galstian, Oleksandr Sova, K. Asatryan, Vladimir Presniakov, Armen Zohrabyan, Mads Vejlgaard Evensen
2017· article· en· Optics Express· Engineering
machine prediction:candidate · noneconsensus · none
85
citations
afffundunlabeled
A World-to-Chip Interface for Digital Microfluidics
Hao Yang, Vivienne N. Luk, Mohamed Abdelgawad, Irena Barbulovic-Nad, Aaron R. Wheeler
2008· article· en· Analytical Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
80
citations
affno abstractunlabeled
Digital bioanalysis
Elizabeth M. Miller, Aaron R. Wheeler
2008· review· en· Analytical and Bioanalytical Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
74
citations
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