Evidaxis

gpt_academic

repo
Unassigned (AI-v1 census) · n = 77 · gpt_academic
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 77 in cohort
percentile 39 within cohort p25 p50 p75 p0 p100
percentile
p39
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.04 within cohort, log-slope +0.000/wk.0-0.04
velocity z
-0.04 σ
slope
+0.000/wk
log-slope +0.000/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
77
systems measured
weekly commits
0
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
49.5
percentile p39
commit heatmap, last 26 weeks0/wk
weekly commits, 26 weeks26 weeks of commits, peak 0 in a week, 0 active weeks, 0 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
0
active
0
total
0
citations by yearCitation source: not measured.

gpt_academic holds an Evidaxis momentum score of 49.5 of 100 on methodology m3, snapshot 2026-09-19, measured within the Unassigned (AI-v1 census) cohort (n = 77). 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 +0.00, regime recent slope below prior window. prior slope -0.000, recent slope +0.000 per week. -0.000prior 39w+0.000recent 13w+0.00×
swing
+0.00×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit Sharpereserved: <26 non-zero commit weeks
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
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Measurement states

gpt_academic is under weekly measurement. History: 4 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: outside the frozen panel; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

gpt_academic development-velocity axis

Others in Unassigned (AI-v1 census)

Agent-Reach Unassigned (AI-v1 census)
1 of 3 axes measurable
48
p33
vel -0.15 cit no axis deps no axis
axis dials
-0.15 n/a n/a
agent-skills Unassigned (AI-v1 census)
1 of 3 axes measurable
48
p29
vel -0.20 cit no axis deps no axis
axis dials
-0.20 n/a n/a
Agentic-Bug-Hunter Unassigned (AI-v1 census)
1 of 3 axes measurable
39
p12
vel -0.85 cit no axis deps no axis
axis dials
-0.85 n/a n/a
anything-llm Unassigned (AI-v1 census)
1 of 3 axes measurable
54
p55
vel +0.34 cit no axis deps no axis
axis dials
+0.34 n/a n/a
arcbox Unassigned (AI-v1 census)
1 of 3 axes measurable
36
p7
vel -1.10 cit no axis deps no axis
axis dials
-1.10 n/a n/a
caveman Unassigned (AI-v1 census)
1 of 3 axes measurable
73
p86
vel +1.86 cit no axis deps no axis
axis dials
+1.86 n/a n/a

Full Unassigned (AI-v1 census) cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; 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_AZADD2TBHKR methodology m3 snapshot fcfd3a7ccdcb period 2026-w38 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, gpt_academic, entity e_AZADD2TBHKR, snapshot 2026-w38.”

Durable reference (format-independent): urn:evidaxis:claim:e_AZADD2TBHKR:m3:2026-09-19