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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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Aquaculture disease management and microbiota
Retraction
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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.

1,715 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.
1,715 works in the cohort · of 4,299,418page 2 of 35

Labels cover 0 of 1,715 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 1,715 of 1,715 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Application of DNA vaccine technology to aquaculture
Joël Heppell
2000· review· en· Advanced Drug Delivery Reviews· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
156
citations
afffundno abstractunlabeled
Mechanisms of cortisol action in fish hepatocytes
Erin Faught, Mathilakath M. Vijayan
2016· review· en· Comparative Biochemistry and Physiology Part B Biochemistry and Molecular Biology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
144
citations
affno abstractunlabeled
Countermeasures against viral diseases of farmed fish
Frederick S.B. Kibenge, Marcos Godoy, Mark D. Fast, Samuel T. Workenhe, Molly Kibenge
2012· review· en· Antiviral Research· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
132
citations
afffundunlabeled
Biology of Bony Fish Macrophages
Jordan W. Hodgkinson, Leon Grayfer, Miodrag Belosevic
2015· review· en· Biology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
126
citations
affunlabeled
Antibiotic Resistance: From Pig to Meat
Xavier C. Monger, Alex-An Gilbert, Linda Saucier, Antony T. Vincent
2021· review· en· Antibiotics· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
123
citations
afffundno abstractunlabeled
Antimicrobial mechanisms of fish leukocytes
Aja M. Rieger, Daniel R. Barreda
2011· review· en· Developmental & Comparative Immunology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
115
citations
aboutno affunlabeled
Strategies and hurdles using DNA vaccines to fish
Linn Benjaminsen Hølvold, Anne Ingeborg Myhr, Roy A. Dalmo
2014· review· en· Veterinary Research· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
110
citations
fundno affunlabeled
Evolution of TNF-induced apoptosis reveals 550 My of functional conservation
Steven D. Quistad, Aleksandr Stotland, Katie L. Barott, Cameron A. Smurthwaite, Brett J. Hilton, Juris A. Grasis +2 more
2014· article· en· Proceedings of the National Academy of Sciences· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
110
citations

How this was built: Screen · Findings · About