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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 The Royal Society Interface
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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.

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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.

239 results · 1 filter active ·
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20052025
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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.
239 works in the cohort · of 4,299,418page 4 of 5

Labels cover 1 of 239 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 239 of 239 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Dietary adaptions in the ultrastructure of dinosaur dentine
Kirstin S. Brink, Yu‐Cheng Chen, Ya-Na Wu, Weimin Liu, Dar-Bin Shieh, Timothy D. Huang +2 more
2016· article· en· Journal of The Royal Society Interface· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Multifractal signatures of infectious diseases
Amber M. Holdsworth, Nicholas Kevlahan, David J. D. Earn
2012· article· en· Journal of The Royal Society Interface· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Flaccid skin protects hagfishes from shark bites
Sarah Boggett, Jean-Luc Stiles, Adam P. Summers, Douglas S. Fudge
2017· article· en· Journal of The Royal Society Interface· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
The cohort effect in childhood disease dynamics
Daihai He, David J. D. Earn
2016· article· en· Journal of The Royal Society Interface· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
13
citations
fundno affunlabeled
Thermotaxis in an apolar, non-neuronal animal
Grace Zhong, Laurel Kroo, Manu Prakash
2023· article· en· Journal of The Royal Society Interface· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
afffundunlabeled
Ion channel model reduction using manifold boundaries
David J. Whittaker, Jiahui Wang, Joseph G. Shuttleworth, Ravichandra Venkateshappa, Jacob M. Kemp, Tom W. Claydon +1 more
2022· article· en· Journal of The Royal Society Interface· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Evolutionary rescue on genotypic fitness landscapes
Lindi M. Wahl, Paulo R. A. Campos
2023· article· en· Journal of The Royal Society Interface· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Mechanisms of gill-clogging by hagfish slime
Luke Taylor, Gaurav Chaudhary, Gaurav Jain, Andrew B. Lowe, André Hupé, Atsuko Negishi +3 more
2023· article· en· Journal of The Royal Society Interface· Engineering
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Modelling the spread of innovation in wild birds
Thomas R. Shultz, Marcel Montrey, Lucy M. Aplin
2017· article· en· Journal of The Royal Society Interface· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations

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