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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.

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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 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
Curtis A. Suttle
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
Simon J. Labrie, Julie Samson, Sylvain Moineau
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
You Zhou, Yong Liang, Karlene H. Lynch, Jonathan J. Dennis, David S. Wishart
2011· article· en· Nucleic Acids Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,099
citations
affno abstractunlabeled
Mobile genetic elements: the agents of open source evolution
Laura S. Frost, Raphaël Leplae, Anne O. Summers, Ariane Toussaint
2005· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,836
citations
affno abstractunlabeled
Phage diversity, genomics and phylogeny
Moïra B. Dion, Frank Oechslin, Sylvain Moineau
2020· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
970
citations
afffundunlabeled
The Marine Viromes of Four Oceanic Regions
Florent Angly, Ben Felts, Mya Breitbart, Peter Salamon, Robert A. Edwards, Craig A. Carlson +12 more
2006· article· en· PLoS Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
948
citations
affno abstractunlabeled
Marine DNA Viral Macro- and Microdiversity from Pole to Pole
Ann Gregory, Ahmed A. Zayed, Nádia Conceição‐Neto, Ben Temperton, Benjamin Bolduc, Adriana Alberti +45 more
2019· article· en· Cell· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
900
citations
affno abstractunlabeled
Alternatives to antibiotics—a pipeline portfolio review
Lloyd G. Czaplewski, Richard Bax, Martha R. J. Clokie, Heather Fairhead, Vincent A. Fischetti, Simon J. Foster +17 more
2016· review· en· The Lancet Infectious Diseases· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
844
citations
affunlabeled
Minimum Information about an Uncultivated Virus Genome (MIUViG)
Simon Roux, Evelien M. Adriaenssens, Bas E. Dutilh, Eugene V. Koonin, Andrew M. Kropinski, Mart Krupovìč +55 more
2018· article· en· Nature Biotechnology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
790
citations
affunlabeled
Virus taxonomy in the age of metagenomics
Peter Simmonds, Mike Adams, Mária Benkő, Mya Breitbart, J. Rodney Brister, Eric B. Carstens +20 more
2017· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
779
citations
affunlabeled
Host receptors for bacteriophage adsorption
Juliano Bertozzi Silva, Zachary J. Storms, Dominic Sauvageau
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
Julie Samson, Alfonso H. Magadán, Mourad Sabri, Sylvain Moineau
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
Dann Turner, Andrew M. Kropinski, Evelien M. Adriaenssens
2021· article· en· Viruses· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
587
citations
afffundno abstractunlabeled
The surprisingly diverse ways that prokaryotes move
Ken F. Jarrell, Mark J. McBride
2008· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
577
citations
affunlabeled
Clades of huge phages from across Earth’s ecosystems
Basem Al-Shayeb, Rohan Sachdeva, Lin-Xing Chen, Fred R. Ward, Patrick Munk, Audra E. Devoto +38 more
2020· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
541
citations
afffundunlabeled
Petabase-scale sequence alignment catalyses viral discovery
R. C. Edgar, Brie Taylor, Victor S.-Y. Lin, Tomer Altman, Pierre Barbera, Dmitry Meleshko +9 more
2022· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
529
citations
affno abstractunlabeled
Type IV pili: dynamics, biophysics and functional consequences
Lisa Craig, Katrina T. Forest, Berenike Maier
2019· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
526
citations
affno abstractunlabeled
Structure of the bacteriophage φ29 DNA packaging motor
A.A. Simpson, Yizhi Jane Tao, P.G. Leiman, M. Badasso, Yongning He, Paul J. Jardine +6 more
2000· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
518
citations
affno abstractunlabeled
Major viral impact on the functioning of benthic deep-sea ecosystems
Roberto Danovaro, Antonio Dell’Anno, Cinzia Corinaldesi, Mirko Magagnini, Rachel T. Noble, Christian Tamburini +1 more
2008· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
441
citations
afffundno abstractunlabeled
Gene transfer agents: phage-like elements of genetic exchange
Andrew S. Lang, Olga Zhaxybayeva, J. Thomas Beatty
2012· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
417
citations
affunlabeled
Marine viruses and global climate change
Roberto Danovaro, Cinzia Corinaldesi, Antonio Dell’Anno, Jed A. Fuhrman, Jack J. Middelburg, Rachel T. Noble +1 more
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
Hans-W. Ackermann
2003· article· en· Research in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
392
citations
affno abstractunlabeled
Phage–bacteria infection networks
Joshua S. Weitz, Timothée Poisot, Justin R. Meyer, César O. Flores, Sergi Valverde, Matthew B. Sullivan +1 more
2012· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
356
citations
affunlabeled
Phage Classification and Characterization
Hans-W. Ackermann
2009· article· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
339
citations

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