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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
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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 7 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.

afffundno abstractunlabeled
Phages as friends and enemies in food processing
Alessandra Gonçalves de Melo, Sébastien Levesque, Sylvain Moineau
2017· review· en· Current Opinion in Biotechnology· Environmental Science
distilled prediction:candidate · noneconsensus · none
91
citations
afffundunlabeled
Complete Genomic Sequence of Bacteriophage Felix O1
Jean M. Whichard, Lee A. Weigt, Douglas J. Borris, Lin Li, Qing Zhang, Vivek Kapur +5 more
2010· article· en· Viruses· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
91
citations
affno abstractunlabeled
Lysis, lysogeny and virus–microbe ratios
Joshua S. Weitz, Stephen J. Beckett, Jennifer R. Brum, B. B. Cael, Jonathan Dushoff
2017· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
89
citations
affunlabeled
Phage Therapy ‐‐ Everything Old Is New again
Andrew M. Kropinski
2006· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
A suggested new bacteriophage genus: “Viunalikevirus”
Evelien M. Adriaenssens, Hans‐Wolfgang Ackermann, Hany Anany, Bob Blasdel, Ian F. Connerton, David Goulding +12 more
2012· article· en· Archives of Virology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
85
citations
afffundno abstractunlabeled
Going viral: Designing bioactive surfaces with bacteriophage
Zeinab Hosseinidoust, Adam L. J. Olsson, Nathalie Tufenkji
2014· article· en· Colloids and Surfaces B Biointerfaces· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
84
citations
fundno affno abstractunlabeled
Pathogen detection using engineered bacteriophages
Abby E. Smartt, Tingting Xu, Patricia Jegier, Jessica J. Carswell, Samuel A. Blount, Gary S. Sayler +1 more
2011· review· en· Analytical and Bioanalytical Chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
83
citations
affno abstractunlabeled
Bacteriophage biocontrol in wastewater treatment
Sabah Jassim, Richard G. Limoges, Hassan El-Cheikh
2016· review· en· World Journal of Microbiology and Biotechnology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
83
citations
afffundunlabeled
Temperate phages enhance pathogen fitness in chronic lung infection
Emily V. Davies, Chloë E. James, Irena Kukavica‐Ibrulj, Roger C. Lévesque, Michael A. Brockhurst, Craig Winstanley
2016· article· en· The ISME Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
82
citations
affunlabeled
Setting a baseline for global urban virome surveillance in sewage
David F. Nieuwenhuijse, Bas B. Oude Munnink, My V. T. Phan, René S. Hendriksen, Artan Bego, Catherine A. Rees +100 more
2020· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · noneconsensus · none
81
citations
afffundunlabeled
Bacteriophages of Lactobacillus
Manuela Villion
2009· review· en· Frontiers in bioscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
81
citations

How this was built: Screen · Findings · About