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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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Microbiome
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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
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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.

235 results · 1 filter active ·
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20132025
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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.
235 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 235 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 235 of 235 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Microbiome definition re-visited: old concepts and new challenges
Gabriele Berg, Daria Rybakova, Doreen Fischer, Tomislav Cernava, Marie-Christine Champomier Vergès, Trevor C. Charles +28 more
2020· letter· en· Microbiome· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2,160
citations
afffundunlabeled
Microbial shifts in the aging mouse gut
Morgan G. I. Langille, Conor J. Meehan, Jeremy E. Koenig, Akhilesh S. Dhanani, Robert A. Rose, Susan E. Howlett +1 more
2014· article· en· Microbiome· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
450
citations
afffundunlabeled
Co-occurrence of anaerobic bacteria in colorectal carcinomas
Robin M. Warren, Douglas J Freeman, Stephen Pleasance, Peter H. Watson, Richard A. Moore, Kyla Cochrane +2 more
2013· article· en· Microbiome· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
354
citations
affunlabeled
Disentangling the mechanisms shaping the surface ocean microbiota
Ramiro Logares, Ina Maria Deutschmann, Pedro C. Junger, Caterina R. Giner, Anders K. Krabberød, Thomas Schmidt +10 more
2020· article· en· Microbiome· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
288
citations
fundno affunlabeled
Faecal microbiota transplant from aged donor mice affects spatial learning and memory via modulating hippocampal synaptic plasticity- and neurotransmission-related proteins in young recipients
Alfonsina D’Amato, Lorenzo Di Cesare Mannelli, Elena Lucarini, Angela Man, Gwénaëlle Le Gall, Jacopo Junio Valerio Branca +13 more
2020· article· en· Microbiome· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
272
citations
affunlabeled
The skin microbiome of vertebrates
Ashley A. Ross, Aline Rodrigues Hoffmann, Josh D. Neufeld
2019· review· en· Microbiome· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
248
citations
affunlabeled
Bacterial communities on classroom surfaces vary with human contact
James Meadow, Adam Altrichter, Steven W. Kembel, Maxwell Moriyama, Timothy K. O’Connor, A. M. Womack +3 more
2014· article· en· Microbiome· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
202
citations
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How this was built: Screen · Findings · About