Evidaxis

tensorflow

repo
Unassigned (AI-v1 census) · n = 10 · tensorflow/tensorflow
Single-axis · conf low
momentum
momentum 57.5 of 100 57.5 /100
momentum
57.5/100
pctile
p78
convergence gate
Convergence gate: velocity only, citation axis absent × ∅
gate
0 of 2 axes

velocity only, citation axis absent.

gate shut
position in cohort distribution one of 10 in cohort
percentile 78 within cohort p25 p50 p75 p0 p100
percentile
p78
momentum is the combined velocity and citation signal, percentile within cohort
velocity z
velocity z gaugevelocity z+0.60 within cohort, log-slope +0.002/wk.0+0.60
velocity z
+0.60 σ
slope
+0.002/wk
log-slope +0.002/wk
convergence planefull gate = rising
tensorflow on the convergence plane tensorflow at velocity z +0.60 and citation z no axis, against 0 dual-axis cohort peers. single-axis: citation axis absent, excluded from the plane. z>=1 median velocity z → citation z ↑
velocity z
+0.60
citation z
no axis
peers
9

single-axis: citation axis absent, excluded from the plane.

citation z no citation axis
cohort
10
systems measured
weekly commits
261.8
not rising
total citations
n/a
no axis
momentum
57.5
percentile p78
commit heatmap, last 26 weeks261.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 383 in a week, 26 active weeks, 6881 total.week 1: 244 commitsweek 2: 201 commitsweek 3: 225 commitsweek 4: 225 commitsweek 5: 210 commitsweek 6: 285 commitsweek 7: 242 commitsweek 8: 293 commitsweek 9: 249 commitsweek 10: 335 commitsweek 11: 383 commitsweek 12: 289 commitsweek 13: 291 commitsweek 14: 267 commitsweek 15: 316 commitsweek 16: 222 commitsweek 17: 321 commitsweek 18: 98 commitsweek 19: 317 commitsweek 20: 322 commitsweek 21: 295 commitsweek 22: 267 commitsweek 23: 217 commitsweek 24: 192 commitsweek 25: 297 commitsweek 26: 278 commits
weeks
26
peak/wk
383
active
26
total
6881
citations by yearno axis

tensorflow holds an Evidaxis momentum score of 57.5 of 100 on methodology m2, snapshot 2026-08-08, measured within the Unassigned (AI-v1 census) cohort (n = 10). No axis is currently rising within the cohort, and no second (citation) axis is available, so it sits below the two-axis gate.

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 +0.24, regime decelerating. prior slope +0.002, recent slope +0.001 per week. +0.002prior 39w+0.001recent 13w+0.24×
swing
+0.24×
regime
decelerating
windows
13w vs 39w
snapshot 1 of 1 · · m2
commit-axis Sharpe log-linear slope over residual std, value +0.004 with 95% CI -0.014 to +0.022, 50 degrees of freedom. CI spans zero.0+0.00495% CI -0.014, +0.022-0.014+0.022
sharpe
+0.004
95% ci
-0.014, +0.022
dof
50
snapshot 1 of 1 · · m2
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 · · m2
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m2
methodology gate snapshot 1 of 1 · · m2
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 · · m2

Verdict

tensorflow is tracked. No axis is currently rising relative to its cohort, and it has no second (citation) axis available.

Path to Rising: needs development velocity to turn positive within its cohort; a second measurable axis to exist (no academic paper is currently tracked).

Sources

tensorflow/tensorflow development-velocity axis

Embed this badge

Evidaxis single-axis, tensorflow
[![Evidaxis: tensorflow](https://evidaxis.org/badge/e_MXJFHPMG9BH/2026-w32.svg)](https://evidaxis.org/e/e_MXJFHPMG9BH)

Others in Unassigned (AI-v1 census)

ECC Unassigned (AI-v1 census)
Single-axis
23
p0
vel -2.14 cit no axis
axis dials
-2.14 n/a
firecrawl Unassigned (AI-v1 census)
Single-axis
57
p67
vel +0.53 cit no axis
axis dials
+0.53 n/a
graphify Unassigned (AI-v1 census)
Watch
69
p89
vel +1.51 cit no axis
axis dials
+1.51 n/a
hermes-agent Unassigned (AI-v1 census)
Watch
97
p100
vel +3.72 cit no axis
axis dials
+3.72 n/a
langchain Unassigned (AI-v1 census)
Single-axis
40
p11
vel -0.83 cit no axis
axis dials
-0.83 n/a
langflow Unassigned (AI-v1 census)
Single-axis
44
p33
vel -0.49 cit no axis
axis dials
-0.49 n/a

Full Unassigned (AI-v1 census) cohort →

entity_id e_MXJFHPMG9BH methodology m2 snapshot 035a72a81e59 period 2026-w32 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m2, never edited by hand. Cite as: “Evidaxis, tensorflow, entity e_MXJFHPMG9BH, snapshot 2026-w32.”

Durable reference (format-independent): urn:evidaxis:claim:e_MXJFHPMG9BH:m2:2026-08-08