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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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Bacteriophages and microbial interactions
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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
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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.

2,404 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.
2,404 works in the cohort · of 4,299,418page 13 of 49

Labels cover 2 of 2,404 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 2,404 of 2,404 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Viruses direct carbon cycling in lake sediments under global change
Lucas P. P. Braga, Chloé Orland, Erik J. S. Emilson, Amelia Fitch, Helena Osterholz, Thorsten Dittmar +3 more
2022· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
A New Sialidase Mechanism
Thomas Morley, Lisa M. Willis, Chris Whitfield, Warren W. Wakarchuk, Stephen G. Withers
2009· article· en· Journal of Biological Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
affno abstractunlabeled
Integrating viruses into soil food web biogeochemistry
Cátia Carreira, Christian Lønborg, Basistha Acharya, Laxman Aryal, Živilė Buivydaitė, Felipe Borim Corrêa +16 more
2024· review· en· Nature Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
46
citations
venueno affunlabeled
Virus et prophages dans les écosystèmes aquatiques
Télesphore Sime‐Ngando, Jonathan Colombet
2009· review· en· Canadian Journal of Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
45
citations
afffundno abstractunlabeled
KSY1, a lactococcal phage with a T7-like transcription
Alain Chopin, Hélène Deveau, S. Dusko Ehrlich, Sylvain Moineau, Marie‐Christine Chopin
2007· article· en· Virology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
45
citations
afffundno abstractunlabeled
Viroid-like colonists of human microbiomes
Ivan N. Zheludev, R. C. Edgar, María José López-Galiano, Marcos de la Peña, Artem Babaian, Ami S. Bhatt +1 more
2024· article· en· Cell· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
affunlabeled
Molecular Targeted Viral Nanoparticles as Tools for Imaging Cancer
Choi-Fong Cho, Sourabh Shukla, Emily J. Simpson, Nicole F. Steinmetz, Leonard G. Luyt, John D. Lewis
2013· article· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations

How this was built: Screen · Findings · About