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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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Proceedings of the Royal Society B Biological Sciences
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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.

1,323 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.
1,323 works in the cohort · of 4,299,418page 2 of 27

Labels cover 1 of 1,323 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 1,323 of 1,323 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Bees diversified in the age of eudicots
Sophie Cardinal, Bryan N. Danforth
2013· article· en· Proceedings of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
279
citations
affunlabeled
Quantifying temporal change in biodiversity: challenges and opportunities
María Dornelas, Anne E. Magurran, S. T. Buckland, Anne Chao, Robin L. Chazdon, Robert K. Colwell +10 more
2012· review· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
277
citations
affunlabeled
Human selection of elk behavioural traits in a landscape of fear
Simone Ciuti, Tyler B. Muhly, Dale Paton, Allan D. McDevitt, Marco Musiani, Mark S. Boyce
2012· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
276
citations
affunlabeled
Global drivers of human pathogen richness and prevalence
Robert R. Dunn, T. Jonathan Davies, Nyeema C. Harris, Michael C. Gavin
2010· article· en· Proceedings of the Royal Society B Biological Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
268
citations
affunlabeled
Biocomplexity in a highly migratory pelagic marine fish, Atlantic herring
Daniel E. Ruzzante, Stefano Mariani, Dorte Bekkevold, Carl André, Henrik Mosegaard, Lotte Worsøe Clausen +11 more
2006· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
265
citations
afffundunlabeled
Big-brained birds survive better in nature
Daniel Sol, Tamás Székely, András Liker, Louis Lefebvre
2007· article· en· Proceedings of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
232
citations
affunlabeled
More ‘altruistic’ punishment in larger societies
Frank W. Marlowe, J. Colette Berbesque, Abigail Barr, Clark Barrett, Alexander Bolyanatz, Juan-Camilo Cárdenas +8 more
2007· article· en· Proceedings of the Royal Society B Biological Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · none
230
citations
afffundunlabeled
Is titin a ‘winding filament’? A new twist on muscle contraction
Kiisa C. Nishikawa, Jenna A. Monroy, Theodore E. Uyeno, Sang Hoon Yeo, Dinesh K. Pai, Stan L. Lindstedt
2011· article· en· Proceedings of the Royal Society B Biological Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
227
citations
affunlabeled
Origins of food crops connect countries worldwide
Colin K. Khoury, Harold Achicanoy, Anne D. Bjorkman, Carlos E. Navarro Racines, Luigi Guarino, Ximena Flores-Palacios +10 more
2016· article· en· Proceedings of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
218
citations

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