ArticleBiology open2026
A velocity-loop view of avian gait: hodograph rotation sense characterizes the walking-to-running continuum in guinea fowl.
Article in Biology open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Terrestrial gaits are usually treated as discrete categories, yet the criteria that define them disagree in ground birds, which use grounded-running, bouncing dynamics without an aerial phase, over much of their speed range. We asked whether the rotation sense of the center-of-mass velocity loop, the hodograph, resolves gait-transition speeds in guinea fowl (Numida meleagris). We reconstructed center-of-mass motion from ground reaction forces over 2580 level overground steps (dimensionless speed range: 0.14 to 3.27). Hodograph rotation sense reverses from pendular to bouncing at a crossover speed of 0.58, close to 0.56 from kinetic-potential energy congruity and well below 1.06 at which aerial phases appear. Six established gait descriptors show the same structure: one principal component explains 50% of their variance and describes a pendular-to-bouncing continuum, and clustering agrees with hodograph rotation sense on 87.7% of steps. Gait in guinea fowl is a continuum whose most meaningful division is walking to grounded running, which can be determined based on one signed scalar per cycle from the velocity trajectory. The approach requires no measurement of height, making it less sensitive to integration drift, which may open opportunities for comparative gait studies in freely ranging animals equipped with inertial sensors.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.