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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.

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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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Journal of AOAC International
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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.

437 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.
437 works in the cohort · of 4,299,418page 6 of 9

Labels cover 0 of 437 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 437 of 437 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
3M™ Petrifilm™ Environmental Listeria Plate
DeAnn Benesh, Erin Crowley, Patrick Bird
2013· article· en· Journal of AOAC International· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Methods Committee Reports
Hans P. van Egmond, Gary A Lombaert, Gordon S. Shephard, Jean-Marc Frémy, Peter Scott, Daniel G. Baden +3 more
2000· article· en· Journal of AOAC International· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Confirmation and Identification of <i>Salmonella</i> spp., <i>Cronobacter</i> spp., and Other Gram-Negative Organisms by the Bruker MALDI Biotyper Method: Collaborative Study Method Extension to Include <i>Campylobacter</i> Species, Revised First Action 2017.09
Benjamin Bastin, Patrick Bird, M Joseph Benzinger, Erin Crowley, James Agin, David Goins +4 more
2019· article· en· Journal of AOAC International· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Committee on Natural Toxins and Food Allergens
Tetsuhisa Goto, Chris M. Maragos, Jean-Marc Frémy, Winston M. Hagler, Sue L. Hefle, Robert A LaBudde +8 more
2007· article· en· Journal of AOAC International· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Method Extension Study to Validate Applicability of AOAC Official Method 996.14 Assurance® Polyclonal Enzyme Immunoassay for Detection of Listeria monocytogenes and Related Listeria spp. from Environmental Surfaces: Collaborative Study
Philip T Feldsine, Andrew H Lienau, Stephanie Leung, Linda A Mui, J Aharchi, I Aldridge +34 more
2002· article· en· Journal of AOAC International· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
RAMP® Anthrax Test Cartridge
Joanne Stephenson
2005· article· fr· Journal of AOAC International· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Evaluation of the 3M™ Molecular Detection Assay (MDA) 2 – Listeria monocytogenes for the Detection of Listeria monocytogenes in a Variety of Foods and Select Environmental Surfaces: Collaborative Study, First Action 2016.08
Patrick Bird, Jonathan Flannery, Erin Crowley, James Agin, David Goins, Lisa Monteroso +30 more
2016· article· en· Journal of AOAC International· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Method Extension Study to Validate Applicability of AOAC Official Method 997.03 Visual Immunoprecipitate Assay (VIP®) for Listeria monocytogenes and Related Listeria spp. from Environmental Surfaces: Collaborative Study
Philip T Feldsine, Andrew H Lienau, Stephanie Leung, Linda A Mui, Gustavo Aguilar, J Aharchi +42 more
2002· article· en· Journal of AOAC International· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
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