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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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Microbial Community Ecology and Physiology
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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.

2,667 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.
2,667 works in the cohort · of 4,299,418page 5 of 54

Labels cover 8 of 2,667 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 2,667 of 2,667 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Illuminating Microbial Dark Matter in Meromictic Sakinaw Lake
Esther Gies, Kishori M. Konwar, J. Thomas Beatty, Steven Hallam
2014· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
123
citations
afffundunlabeled
GenGIS: A geospatial information system for genomic data
Donovan H. Parks, Michael Porter, Sylvia Churcher, Suwen Wang, Christian Blouin, Jacqueline Whalley +2 more
2009· article· en· Genome Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
117
citations
afffundunlabeled
Impacts of chemical gradients on microbial community structure
Jianwei Chen, Anna Hanke, Halina E. Tegetmeyer, Ines Kattelmann, Ritin Sharma, Emmo Hamann +6 more
2017· article· en· The ISME Journal· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
107
citations

How this was built: Screen · Findings · About