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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 Bioelectronics
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

345 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.
345 works in the cohort · of 4,299,418page 3 of 7

Labels cover 0 of 345 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 345 of 345 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Visual detection of cyanide ions by membrane-based nanozyme assay
Chia-Wen Lien, Binesh Unnikrishnan, Scott G. Harroun, Chih‐Min Wang, Jia‐Yaw Chang, Huan‐Tsung Chang +1 more
2017· article· en· Biosensors and Bioelectronics· Materials Science
distilled prediction:candidate · noneconsensus · none
72
citations
afffundno abstractunlabeled
Overview and emerging trends in optical fiber aptasensing
Médéric Loyez, Maria C. DeRosa, Christophe Caucheteur, Ruddy Wattiez
2021· review· en· Biosensors and Bioelectronics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
afffundno abstractunlabeled
Electrochemical DNAzyme-based biosensors for disease diagnosis
Richa Pandey, Yang Lü, Erin M. McConnell, Enas Osman, Alexander P. Scott, Jimmy Gu +3 more
2022· review· en· Biosensors and Bioelectronics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations

How this was built: Screen · Findings · About