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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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Biosensors and Analytical Detection
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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.

926 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.
926 works in the cohort · of 4,299,418page 6 of 19

Labels cover 0 of 926 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 926 of 926 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
afffundunlabeled
Bioactive Paper Through Inkjet Printing
Sabina Di Risio, Ning Yan
2010· article· en· Journal of Adhesion Science and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Portable point-of-care diagnostic devices: an updated review
Tong Shu, Haley Hunter, Ziping Zhou, Yanping Sun, Xiaojun Cheng, Jianxin Ma +2 more
2021· review· en· Analytical Methods· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Microfluidics in smart packaging of foods
K.R. Jolvis Pou, Vijaya Raghavan, Muthukumaran Packirisamy
2022· review· en· Food Research International· Engineering
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Capillary-Assisted Molecular Pendulum Bioanalysis
Hossein Zargartalebi, Hanie Yousefi, Connor D. Flynn, Surath Gomis, Jagotamoy Das, Tiana L. Young +7 more
2022· article· en· Journal of the American Chemical Society· Engineering
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Flow of liquids through paper
Brendan D. MacDonald
2018· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
30
citations

How this was built: Screen · Findings · About