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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
aboutaboutness

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 19 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
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· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Complete Genome Sequence of the Giant Pseudomonas Phage Lu11
Evelien M. Adriaenssens, Wesley Mattheus, Anneleen Cornelissen, О. В. Шабурова, В. Н. Крылов, Andrew M. Kropinski +1 more
2012· article· en· Journal of Virology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
afffundunlabeled
The complexities of antibiotic action
Robert E. W. Hancock
2007· letter· en· Molecular Systems Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Characterization of the Escherichia coli Virulent Myophage ST32
H. Liu, Hany Geagea, Geneviève M. Rousseau, Simon J. Labrie, Denise M. Tremblay, Xinchun Liu +1 more
2018· article· en· Viruses· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Clades of huge phage from across Earth’s ecosystems
Basem Al-Shayeb, Rohan Sachdeva, Lin-Xing Chen, Fred R. Ward, Patrick Munk, Audra E. Devoto +36 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
venueno affunlabeled
Inactivation of MS-2 phage and poliovirus in groundwater
Maria Alvarez, Miguel Aguilar, Alexis Fountain, Neyda Gonzalez, Osvaldo Rascon, David Saenz
2000· article· en· Canadian Journal of Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations

How this was built: Screen · Findings · About