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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 5 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
Signature-tagged mutagenesis: barcoding mutants for genome-wide screens
Piotr Mazurkiewicz, Christoph M. Tang, Charles Boone, David W. Holden
2006· review· en· Nature Reviews Genetics· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
121
citations
afffundunlabeled
Viral Proteomics
Karen L. Maxwell, Lori Frappier
2007· review· en· Microbiology and Molecular Biology Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
117
citations
afffundno abstractunlabeled
Immobilization of bacteriophages on modified silica particles
Rebecca Cademartiri, Hany Anany, Isabelle Groß, Rahul Bhayani, Mansel W. Griffiths, Michael A. Brook
2009· article· en· Biomaterials· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
115
citations
affunlabeled
Peptidoglycan Hydrolase Fusions Maintain Their Parental Specificities
David M. Donovan, Shengli Dong, Wes Garrett, Geneviève M. Rousseau, Sylvain Moineau, David G. Pritchard
2006· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations
afffundunlabeled
A Catalytic DNA Activated by a Specific Strain of Bacterial Pathogen
Zhifa Shen, Zai‐Sheng Wu, Dingran Chang, Wenqing Zhang, Kha Tram, Christine Lee +3 more
2015· article· en· Angewandte Chemie International Edition· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
affunlabeled
Waterborne Pathogen Detection by Use of Oligonucleotide-Based Microarrays
Christine Maynard, Frédéric Berthiaume, Karine Lemarchand, Josée Harel, Pierre Payment, Paul Bayardelle +2 more
2005· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
110
citations
afffundaboutunlabeled
Virus-driven nitrogen cycling enhances phytoplankton growth
EJ Shelford, Mathias Middelboe, Eva Friis Møller, Curtis A. Suttle
2012· article· en· Aquatic Microbial Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
110
citations
affunlabeled
Diversity and ecological footprint of Global Ocean RNA viruses
Guillermo Domínguez‐Huerta, Ahmed A. Zayed, James M. Wainaina, Jiarong Guo, Funing Tian, Akbar Adjie Pratama +21 more
2022· article· en· Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
109
citations

How this was built: Screen · Findings · About