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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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BMC Microbiology
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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.

316 results · 1 filter active ·
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20012025
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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.
316 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 316 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 316 of 316 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Human milk metagenome: a functional capacity analysis
Tonya Ward, Sergey Hosid, Ilya Ioshikhes, Illimar Altosaar
2013· article· en· BMC Microbiology· Nursing
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
214
citations
afffundunlabeled
Developmental succession of the microbiome of Culex mosquitoes
Dagne Duguma, Michael Hall, Paul F. Rugman‐Jones, Richard Stouthamer, Olle Terenius, Josh D. Neufeld +1 more
2015· article· en· BMC Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
130
citations
aboutno affunlabeled
Bacillus anthracis in China and its relationship to worldwide lineages
Tatum S. Simonson, Richard T. Okinaka, Bingxiang Wang, W. Ryan Easterday, Lynn Huynh, Jana M. U’Ren +10 more
2009· article· en· BMC Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
97
citations
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How this was built: Screen · Findings · About