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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.

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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 2 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. 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.

affno abstractunlabeled
Fiber-Optic Biosensors—Trends and Advances
Mehrab Mehrvar, Chris Bis, Jeno M. Scharer, Murray Moo-Young, John H. T. Luong
2000· article· en· Analytical Sciences· Engineering
machine prediction:candidate · noneconsensus · none
138
citations
afffundunlabeled
Immunochromatographic Assay on Thread
Gina Zhou, Xun Mao, David Juncker
2012· article· en· Analytical Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
131
citations
afffundno abstractunlabeled
Microfluidic whole-blood immunoassays
Hai Jiang, Xuan Weng, Dongqing Li
2010· article· en· Microfluidics and Nanofluidics· Engineering
machine prediction:candidate · noneconsensus · none
110
citations
afffundunlabeled
A Printed Multicomponent Paper Sensor for Bacterial Detection
M. Monsur Ali, Christine L. Brown, Sana Jahanshahi‐Anbuhi, Balamurali Kannan, Yingfu Li, Carlos D. M. Filipe +1 more
2017· article· en· Scientific Reports· Engineering
machine prediction:candidate · noneconsensus · none
104
citations
affno abstractunlabeled
Paper-based optical nanosensors – A review
Forough Ghasemi, Nafiseh Fahimi-Kashani, Arafeh Bigdeli, Azad H. Alshatteri, Samira Abbasi-Moayed, Sabah H. Al‐Jaf +3 more
2022· review· en· Analytica Chimica Acta· Engineering
machine prediction:candidate · noneconsensus · none
93
citations

How this was built: Screen · Findings · About