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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
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.

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 8 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.

affunlabeled
Paper-based sperm DNA integrity analysis
Reza Nosrati, Max M. Gong, Maria C. San Gabriel, Armand Zini, David Sinton
2016· article· en· Analytical Methods· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
afffundunlabeled
Simplifying Assays by Tableting Reagents
Buddhisha Udugama, Pranav Kadhiresan, Amila Samarakoon, Warren C. W. Chan
2017· article· en· Journal of the American Chemical Society· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
afffundno abstractunlabeled
Photonic crystals on copolymer film for bacteria detection
Nan Li, Xin Cheng, Arujun Brahmendra, Akriti Prashar, Tatsuro Endo, Cyril Guyard +2 more
2012· article· en· Biosensors and Bioelectronics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Detection of bacteria aided by immuno‐nanoparticles
Ghinwa Naja, Pierre Bouvrette, Sabahudin Hrapovich, Yali Liu, John H. T. Luong
2007· article· en· Journal of Raman Spectroscopy· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations

How this was built: Screen · Findings · About