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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.

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.

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 3 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
The role of wingbeat frequency and amplitude in flight power
Krishnamoorthy Krishnan, Baptiste Garde, Ashley Bennison, Nik C. Cole, Emma-L. Cole, Jamie Darby +23 more
2022· review· en· Journal of The Royal Society Interface· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Collective turns in jackdaw flocks: kinematics and information transfer
Hangjian Ling, Guillam E. Mclvor, Joseph Westley, Kasper van der Vaart, Jennifer Yin, Richard Vaughan +2 more
2019· article· en· Journal of The Royal Society Interface· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Numerical instability of Hill-type muscle models
Sang-Hoon Yeo, Jasper Verheul, Walter Herzog, Shinjiro Sueda
2023· review· en· Journal of The Royal Society Interface· Engineering
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Epidemic cycles driven by host behaviour
Benjamin M. Althouse, Laurent Hébert‐Dufresne
2014· article· en· Journal of The Royal Society Interface· Mathematics
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Structural symmetry in evolutionary games
Alex McAvoy, Christoph Hauert
2015· article· en· Journal of The Royal Society Interface· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
fundno affunlabeled
Intermittent turbulence in flowing bacterial suspensions
Eleonora Secchi, Roberto Rusconi, Stefano Buzzaccaro, M. Mehdi Salek, Steven Smriga, Roberto Piazza +1 more
2016· article· en· Journal of The Royal Society Interface· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Localized growth and remodelling drives spongy mesophyll morphogenesis
John D. Treado, Adam B. Roddy, Guillaume Théroux‐Rancourt, Liyong Zhang, Chris Ambrose, Craig R. Brodersen +2 more
2022· article· en· Journal of The Royal Society Interface· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
22
citations

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