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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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Bacteriophages and microbial interactions
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Abstract
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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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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 1 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.

affno abstractunlabeled
Marine viruses — major players in the global ecosystem
2007· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
3,247
citations
afffundno abstractunlabeled
Bacteriophage resistance mechanisms
2010· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2,424
citations
afffundunlabeled
PHAST: A Fast Phage Search Tool
2011· article· en· Nucleic Acids Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,099
citations
affno abstractunlabeled
Phage diversity, genomics and phylogeny
2020· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
970
citations
affunlabeled
Virus taxonomy in the age of metagenomics
2017· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
779
citations
affunlabeled
Host receptors for bacteriophage adsorption
2016· review· en· FEMS Microbiology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
739
citations
afffundno abstractunlabeled
Revenge of the phages: defeating bacterial defences
2013· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
713
citations
affunlabeled
A Roadmap for Genome-Based Phage Taxonomy
2021· article· en· Viruses· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
587
citations
afffundno abstractunlabeled
The surprisingly diverse ways that prokaryotes move
2008· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
577
citations
affunlabeled
Marine viruses and global climate change
2010· review· en· FEMS Microbiology Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
404
citations
affno abstractunlabeled
Bacteriophage observations and evolution
2003· article· en· Research in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
392
citations
affno abstractunlabeled
Phage–bacteria infection networks
2012· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
356
citations
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