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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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Biomimetic flight and propulsion mechanisms
Retraction
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Study design
Label agreement
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

418 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.
418 works in the cohort · of 4,299,418page 2 of 9

Labels cover 0 of 418 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 418 of 418 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unsteady dynamics of rapid perching manoeuvres
Delyle T. Polet, David E. Rival, Gabriel D. Weymouth
2015· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
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
affno abstractunlabeled
Biomechanics of fast-start swimming in fish
James M. Wakeling
2001· review· en· Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
affunlabeled
Global vorticity shedding for a vanishing wing
M. S. Wibawa, S. C. Steele, Jason Dahl, David E. Rival, Gabriel D. Weymouth, Michael Triantafyllou
2012· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
28
citations
afffundno abstractunlabeled
Nonlinear dynamics of silk and Mylar flags flapping in axial flow
Hamid Ait Abderrahmane, Michael P. Paı̈doussis, Mohamed Fayed, Hoi Dick Ng
2012· article· en· Journal of Wind Engineering and Industrial Aerodynamics· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
fundno affunlabeled
Direct lateral maneuvers in hawkmoths
Jeremy S. M. Greeter, Tyson L. Hedrick
2016· article· en· Biology Open· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations

How this was built: Screen · Findings · About