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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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Journal of Dairy Science
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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.

2,542 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.
2,542 works in the cohort · of 4,299,418page 2 of 51

Labels cover 3 of 2,542 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 2,542 of 2,542 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Experience with a Test-Day Model
L.R. Schaeffer, J. Jamrozik, G.J. Kistemaker, J. Van Doormaal
2000· review· en· Journal of Dairy Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
272
citations
afffundunlabeled
Overstocking Reduces Lying Time in Dairy Cows
J.A. Fregonesi, Cassandra B. Tucker, Daniel M. Weary
2007· article· en· Journal of Dairy Science· Veterinary
distilled prediction:candidate · noneconsensus · none
269
citations
affunlabeled
Invited review: Sustainability of the US dairy industry
M.A.G. von Keyserlingk, N. P. Martin, E. Kebreab, K.F. Knowlton, R.J. Grant, Mark W. Stephenson +4 more
2013· review· en· Journal of Dairy Science· Environmental Science
distilled prediction:candidate · stsconsensus · none
258
citations
aboutno affunlabeled
Electrical Conductivity of Milk: Ability to Predict Mastitis Status
E. Norberg, H. Hogeveen, Inge Riis Korsgaard, N.C. Friggens, Karen Helle Sloth, Peter Løvendahl
2004· article· en· Journal of Dairy Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
255
citations
afffundunlabeled
Reducing Pain After Dehorning in Dairy Calves
P.M. Faulkner, Daniel M. Weary
2000· article· en· Journal of Dairy Science· Veterinary
distilled prediction:candidate · insufficient_payloadconsensus · none
252
citations
afffundunlabeled
Acute Behavioral Effects of Regrouping Dairy Cows
M.A.G. von Keyserlingk, Duncan Olenick, Daniel M. Weary
2008· article· en· Journal of Dairy Science· Veterinary
distilled prediction:candidate · noneconsensus · none
245
citations
affunlabeled
Silage review: Unique challenges of silages made in hot and cold regions
Thiago Fernandes Bernardes, João Luiz Pratti Daniel, A.T. Adesogan, Tim A. McAllister, Pascal Drouin, Luiz Gustavo Nussio +4 more
2018· review· en· Journal of Dairy Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
243
citations
afffundaboutunlabeled
Antimicrobial use on Canadian dairy farms
Vaishali Saini, J. Trenton McClure, D. Léger, Simon Dufour, Aaron Sheldon, D.T. Scholl +1 more
2012· article· en· Journal of Dairy Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
230
citations

How this was built: Screen · Findings · About