Evidaxis

As of 2026-09-26: 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 47 within cohort p25 p50 p75 p0 p100
percentile
p47
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+3.20 within cohort, log-slope +0.055/wk.0+3.20
velocity z
+3.20 σ
slope
+0.055/wk
log-slope +0.055/wk
citation z Citation axis: no observation data.
direct-dependents z
direct-dependents z gaugedirect-dependents z-2.75 within cohort, log-slope +0.011/point.0-2.75
direct-dependents z
-2.75 σ
slope
+0.011/point
Direct-dependents axis: measured.
cohort
16
systems measured
weekly commits
58.3
Development velocity axis: measured.
total citations
n/a
Citation axis: no observation data.
momentum
52.9
percentile p47
commit heatmap, last 26 weeks58.3/wk
weekly commits, 26 weeks26 weeks of commits, peak 113 in a week, 26 active weeks, 1165 total.week 1: 11 commitsweek 2: 12 commitsweek 3: 47 commitsweek 4: 64 commitsweek 5: 15 commitsweek 6: 2 commitsweek 7: 16 commitsweek 8: 41 commitsweek 9: 34 commitsweek 10: 58 commitsweek 11: 42 commitsweek 12: 50 commitsweek 13: 35 commitsweek 14: 38 commitsweek 15: 11 commitsweek 16: 43 commitsweek 17: 94 commitsweek 18: 59 commitsweek 19: 44 commitsweek 20: 84 commitsweek 21: 113 commitsweek 22: 21 commitsweek 23: 45 commitsweek 24: 85 commitsweek 25: 48 commitsweek 26: 53 commits
weeks
26
peak/wk
113
active
26
total
1165
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 +1.93, regime accelerating. prior slope +0.024, recent slope +0.046 per week. +0.024prior 39w+0.046recent 13w+1.93×
swing
+1.93×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.043 with 95% CI +0.023 to +0.063, 50 degrees of freedom. CI excludes zero.0+0.04395% CI +0.023, +0.063+0.023+0.063
sharpe
+0.043
95% ci
+0.023, +0.063
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
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 · · m3

Measurement states

dora-rs is under weekly measurement. History: 14 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
84
p100
vel +2.75 cit no axis deps no axis
axis dials
+2.75 n/a n/a
Genesis Robotics & Embodied AI
1 of 3 axes measurable
52
p40
vel +0.12 cit no axis deps no axis
axis dials
+0.12 n/a n/a
Gymnasium Robotics & Embodied AI
2 of 3 axes measurable
60
p87
vel +1.80 cit no axis deps -0.20
axis dials
+1.80 n/a -0.20
Habitat-Lab Robotics & Embodied AI
2 of 3 axes measurable
48
p27
vel -0.03 cit -0.30 deps no axis
axis dials
-0.03 -0.30 n/a
Isaac Lab Robotics & Embodied AI
Rising
77
p93
vel +2.90 cit +1.37 deps no axis
axis dials
+2.90 +1.37 n/a
Isaac-GR00T Robotics & Embodied AI
1 of 3 axes measurable
25
p0
vel -2.00 cit no axis deps no axis
axis dials
-2.00 n/a n/a

Full Robotics & Embodied AI cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
-2.75
OLS slope
+0.011
Theil-Sen slope
+0.010
Latest direct dependents
83
Confirmed-clean points
23
Reconstructed history points
15
As-of partition
2026-09-07
Fragility veto
inactive
Rising vote
no

This axis measures the frozen-panel trajectory of the package set selected and linkage-verified as of 2026-07-21. Systems outside that panel are not measured on this axis. Residual survivorship beyond the frozen universe is disclosed, not denied.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. 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 2026-09-26. https://evidaxis.org/e/e_Y31RBTP1VWD/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_Y31RBTP1VWD_20260926,
  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 m3 snapshot 9d2fe956adbc period 2026-w39 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, dora-rs, entity e_Y31RBTP1VWD, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_Y31RBTP1VWD:m3:2026-09-26