Evidaxis

As of 2026-10-10: dora-rs (Robotics & Embodied AI) is under weekly measurement. Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

dora-rs

repo
Robotics & Embodied AI · n = 16 · dora-rs/dora
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): measured ×
gate
1 of 3 axes

Gate: computed weekly across the cohort; no convergence event this week

Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 16 in cohort
percentile 87 within cohort p25 p50 p75 p0 p100
percentile
p87
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+3.16 within cohort, log-slope +0.039/wk.0+3.16
velocity z
+3.16 σ
slope
+0.039/wk
log-slope +0.039/wk
citation z Citation axis: no observation data.
direct-dependents z
direct-dependents z gaugedirect-dependents z-1.81 within cohort, log-slope +0.010/point.0-1.81
direct-dependents z
-1.81 σ
slope
+0.010/point
Direct-dependents axis: measured.
cohort
16
systems measured
weekly commits
56.6
Development velocity axis: measured.
total citations
n/a
Citation axis: no observation data.
momentum
58.4
percentile p87
commit heatmap, last 26 weeks56.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 113 in a week, 26 active weeks, 1222 total.week 1: 64 commitsweek 2: 15 commitsweek 3: 2 commitsweek 4: 16 commitsweek 5: 41 commitsweek 6: 34 commitsweek 7: 58 commitsweek 8: 42 commitsweek 9: 50 commitsweek 10: 35 commitsweek 11: 38 commitsweek 12: 11 commitsweek 13: 43 commitsweek 14: 94 commitsweek 15: 59 commitsweek 16: 44 commitsweek 17: 84 commitsweek 18: 113 commitsweek 19: 21 commitsweek 20: 45 commitsweek 21: 85 commitsweek 22: 48 commitsweek 23: 53 commitsweek 24: 27 commitsweek 25: 53 commitsweek 26: 47 commits
weeks
26
peak/wk
113
active
26
total
1222
citations by yearCitation axis: no observation data.

Derived signals

second-order reads, computed from the published series

Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state until the data supports them. A reserved signal shows its reason, never a fabricated number. How these are computed.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -2.69, regime recent slope sign differs from prior window. prior slope +0.017, recent slope -0.045 per week. +0.017prior 39w-0.045recent 13w-2.69×
swing
-2.69×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value +0.037 with 95% CI +0.017 to +0.057, 50 degrees of freedom. CI excludes zero.0+0.03795% CI +0.017, +0.057+0.017+0.057
sharpe
+0.037
95% ci
+0.017, +0.057
dof
50
snapshot 1 of 1 · · m4
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-11-08), slope change -11.096 commits per week.2025-11-08
date
week
4 of 52
Δslope
-11.096/wk
snapshot 1 of 1 · · m4
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m4

Measurement states

dora-rs is under weekly measurement. History: 16 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: no observation data. Direct-dependents axis: measured. Gate: computed weekly across the cohort; no convergence event this week

Sources

dora-rs/dora development-velocity axis
OpenAlex paper citation-momentum axis

Others in Robotics & Embodied AI

Cosmos Robotics & Embodied AI
1 of 3 axes measurable
78
p100
vel +2.24 cit no axis deps no axis
axis dials
+2.24 n/a n/a
Genesis Robotics & Embodied AI
1 of 3 axes measurable
57
p73
vel +0.57 cit no axis deps no axis
axis dials
+0.57 n/a n/a
Gymnasium Robotics & Embodied AI
2 of 3 axes measurable
57
p80
vel +1.19 cit no axis deps +0.00
axis dials
+1.19 n/a +0.00
Habitat-Lab Robotics & Embodied AI
2 of 3 axes measurable
46
p27
vel -0.41 cit -0.30 deps no axis
axis dials
-0.41 -0.30 n/a
Isaac Lab Robotics & Embodied AI
Rising
70
p93
vel +1.77 cit +1.39 deps no axis
axis dials
+1.77 +1.39 n/a
Isaac-GR00T Robotics & Embodied AI
1 of 3 axes measurable
33
p7
vel -1.38 cit no axis deps no axis
axis dials
-1.38 n/a n/a

Full Robotics & Embodied AI cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
-1.81
OLS slope
+0.010
Theil-Sen slope
+0.010
Latest direct dependents
83
Confirmed-clean points
26
Reconstructed history points
15
As-of partition
2026-09-28
Fragility veto
inactive
Rising vote
no

This axis measures the trajectory of a system's own packages: declared in its own tree, published under that name, and not attributed by deps.dev to another repository. A package with no repository link is unverified and stays. The self-name exclusion list is fixed at the v2h.1 panel. Systems with no admitted package are not measured on this axis. Points that cannot be derived exactly are withheld, and the series restarts after a withheld point.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. m4 does not replay those partitions: each point is the stored system total, one package's unique_direct, or a complete sketch union, and a point that is not exact is withheld. Each record reports how many of its points are reconstructed history.

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Cite this measurement

Plain citation

Evidaxis. dora-rs measurement record. Snapshot 2026-10-10. https://evidaxis.org/e/e_Y31RBTP1VWD/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_Y31RBTP1VWD_20261010,
  title = {dora-rs measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_Y31RBTP1VWD/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_Y31RBTP1VWD methodology m4 snapshot ad5e404d4f82 period 2026-w41 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m4, never edited by hand. Cite as: “Evidaxis, dora-rs, entity e_Y31RBTP1VWD, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_Y31RBTP1VWD:m4:2026-10-10