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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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Biomicrofluidics
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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.

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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.

139 results · 1 filter active ·
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20072025
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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.
139 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 139 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 139 of 139 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A perspective on microfluidic biofuel cells
Jin wook Lee, Erik Kjeang
2010· article· en· Biomicrofluidics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
93
citations
affunlabeled
Sealing SU-8 microfluidic channels using PDMS
Zhiyi Zhang, Ping Zhao, Gaozhi Xiao, Benjamin Watts, Chang‐Qing Xu
2011· article· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
77
citations
afffundunlabeled
Microfluidics-based fabrication of cell-laden microgels
Mohamed G. A. Mohamed, Pranav Ambhorkar, Roya Samanipour, Annie Y. Heble, Ali Ghafoor, Keekyoung Kim
2020· review· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
65
citations
afffundunlabeled
Stable microfluidic flow focusing using hydrostatics
Vaskar Gnyawali, Mohammadali Saremi, Michael C. Kolios, Scott Tsai
2017· article· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
48
citations
afffundunlabeled
Hydrogel discs for digital microfluidics
Lindsey K. Fiddes, Vivienne N. Luk, Sam H. Au, Alphonsus H. C. Ng, Victoria Luk, Eugenia Kumacheva +1 more
2012· article· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
afffundunlabeled
Focusing-enhanced mixing in microfluidic channels
Zhiyi Zhang, Ping Zhao, Gaozhi Xiao, Min Lin, Xudong Cao
2008· article· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affunlabeled
A review on 3D printing functional brain model
Roya Samanipour, Hamed Tahmooressi, Hojatollah Rezaei Nejad, Minoru Hirano, Su-Royn Shin, Mina Hoorfar
2022· review· en· Biomicrofluidics· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
32
citations

How this was built: Screen · Findings · About