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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.

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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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Robotic Locomotion and Control
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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.

607 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.
607 works in the cohort · of 4,299,418page 2 of 13

Labels cover 1 of 607 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 607 of 607 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
A collisional perspective on quadrupedal gait dynamics
David V. Lee, John E. A. Bertram, Jennifer T. Anttonen, Ivo G. Ros, Sarah Harris, Andrew A. Biewener
2011· article· en· Journal of The Royal Society Interface· Engineering
machine prediction:candidate · noneconsensus · none
57
citations
affunlabeled
New perspectives on brachiation mechanics
John E. A. Bertram
2004· review· en· American Journal of Physical Anthropology· Engineering
machine prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
Human Foot Placement and Balance in the Sagittal Plane
Matthew Millard, Derek Wight, John McPhee, Eric Kubica, David Wang
2009· article· en· Journal of Biomechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
53
citations
afffundno abstractunlabeled
The neuromechanical tuning hypothesis
A. Procházka, Sergiy Yakovenko
2007· review· en· Progress in brain research· Engineering
machine prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Neural Control of Walking Balance
John E. Misiaszek
2006· review· en· Exercise and Sport Sciences Reviews· Engineering
machine prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Why animals can outrun robots
Samuel A. Burden, Thomas Libby, Kaushik Jayaram, Simon Sponberg, J. Maxwell Donelan
2024· review· en· Science Robotics· Engineering
machine prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Variation in limb loading magnitude and timing in tetrapods
Michael C. Granatosky, Eric J. McElroy, Pierre Lemelin, Stephen M. Reilly, John A. Nyakatura, Emanuel Andrada +5 more
2019· article· en· Journal of Experimental Biology· Engineering
machine prediction:candidate · noneconsensus · none
38
citations
affunlabeled
A comparative collision-based analysis of human gait
David V. Lee, Tudor N. Comanescu, Michael T. Butcher, John E. A. Bertram
2013· article· en· Proceedings of the Royal Society B Biological Sciences· Engineering
machine prediction:candidate · noneconsensus · none
37
citations
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