Evidaxis

Deep-Live-Cam

repo
Unassigned (AI-v1 census) · n = 6153 · Deep-Live-Cam
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable — 1 of 3 axes measurable

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 6153 in cohort
percentile 15 within cohort p25 p50 p75 p0 p100
percentile
p15
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.95 within cohort, log-slope -0.023/wk.0-1.95
velocity z
-1.95 σ
slope
-0.023/wk
log-slope -0.023/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6153
systems measured
weekly commits
1.8
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
25.6
percentile p15
commit heatmap, last 26 weeks1.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 14 in a week, 20 active weeks, 73 total.week 1: 14 commitsweek 2: 0 commitsweek 3: 2 commitsweek 4: 7 commitsweek 5: 11 commitsweek 6: 1 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 1 commitsweek 10: 6 commitsweek 11: 2 commitsweek 12: 1 commitsweek 13: 3 commitsweek 14: 3 commitsweek 15: 2 commitsweek 16: 1 commitsweek 17: 1 commitsweek 18: 0 commitsweek 19: 5 commitsweek 20: 1 commitsweek 21: 3 commitsweek 22: 2 commitsweek 23: 3 commitsweek 24: 0 commitsweek 25: 4 commitsweek 26: 0 commits
weeks
26
peak/wk
14
active
20
total
73
citations by yearCitation source: not measured.

Deep-Live-Cam holds an Evidaxis momentum score of 25.6 of 100 on methodology m5, snapshot 2026-10-17, measured within the Unassigned (AI-v1 census) cohort (n = 6153). Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

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 -1.13, regime recent slope sign differs from prior window. prior slope +0.023, recent slope -0.026 per week. +0.023prior 39w-0.026recent 13w-1.13×
swing
-1.13×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.009 with 95% CI -0.014 to +0.031, 50 degrees of freedom. CI spans zero.0+0.00995% CI -0.014, +0.031-0.014+0.031
sharpe
+0.009
95% ci
-0.014, +0.031
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-11-15), slope change -1.996 commits per week.2025-11-15
date
week
4 of 52
Δslope
-1.996/wk
snapshot 1 of 1 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
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 · · m5

Reconstructed history

Deep-Live-Cam reconstructed weekly commits34 points, range 1 to 14 commits/wk.
min
1 commits/wk
max
14 commits/wk
latest
3 commits/wk
points
34

Weekly commits over the past year, reconstructed from git history (GitHub commit_activity). This is reconstructed, not a point-in-time capture. Evidaxis captures the Type-2 signals (watchers, issues, dependents) live and never backfills them; those are the moat.

Measurement states

Deep-Live-Cam is under weekly measurement. History: 10 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: no admitted own package; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

Deep-Live-Cam development-velocity axis

Others in Unassigned (AI-v1 census)

0xDeCA10B Unassigned (AI-v1 census)
1 of 3 axes measurable
51
p63
vel +0.10 cit no axis deps no axis
axis dials
+0.10 n/a n/a
100-Days-Of-ML-Code Unassigned (AI-v1 census)
1 of 3 axes measurable
77
p83
vel +2.13 cit no axis deps no axis
axis dials
+2.13 n/a n/a
10x Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p47
vel +0.03 cit no axis deps no axis
axis dials
+0.03 n/a n/a
1Cat-vLLM Unassigned (AI-v1 census)
1 of 3 axes measurable
88
p94
vel +3.03 cit no axis deps no axis
axis dials
+3.03 n/a n/a
3D-convolutional-speaker-recognition Unassigned (AI-v1 census)
1 of 3 axes measurable
51
p57
vel +0.08 cit no axis deps no axis
axis dials
+0.08 n/a n/a
3D-ResNets-PyTorch Unassigned (AI-v1 census)
1 of 3 axes measurable
49
p37
vel -0.07 cit no axis deps no axis
axis dials
-0.07 n/a n/a

Full Unassigned (AI-v1 census) cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
Rising vote
no

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

Axis definition · Snapshot axis correlations

entity_id e_JJMQ9HG9Y99 methodology m5 snapshot 4d9867e6f218 period 2026-w42 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m5, never edited by hand. Cite as: “Evidaxis, Deep-Live-Cam, entity e_JJMQ9HG9Y99, snapshot 2026-w42.”

Durable reference (format-independent): urn:evidaxis:claim:e_JJMQ9HG9Y99:m5:2026-10-17