Evidaxis

gnina

repo
AI Drug Discovery · n = 19 · gnina/gnina
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: measured × Citation momentum: measured × Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 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 19 in cohort
percentile 56 within cohort p25 p50 p75 p0 p100
percentile
p56
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.77 within cohort, log-slope +0.002/wk.0+0.77
velocity z
+0.77 σ
slope
+0.002/wk
log-slope +0.002/wk
citation z
citation z gaugecitation z-0.35 within cohort, log-slope +0.507/yr.0-0.35
citation z
-0.35 σ
slope
+0.507/yr
log-slope +0.507/yr
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
19
systems measured
weekly commits
0.3
Development velocity axis: measured.
total citations
916
Citation axis: measured.
momentum
52.6
percentile p56
commit heatmap, last 26 weeks0.3/wk
weekly commits, 26 weeks26 weeks of commits, peak 4 in a week, 4 active weeks, 8 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 1 commitsweek 7: 2 commitsweek 8: 1 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: 4 commitsweek 26: 0 commits
weeks
26
peak/wk
4
active
4
total
8
citations by yeartotal 916
Citations by year2021: 13, 2022: 45, 2023: 155, 2024: 160, 2025: 246, 2026: 297. Total 916 citations.2021: 13 citations21132022: 45 citations22452023: 155 citations231552024: 160 citations241602025: 246 citations252462026: 297 citations26297
total cites
916
years
6
latest yr
297

gnina holds an Evidaxis momentum score of 52.6 of 100 on methodology m5, snapshot 2026-11-07, measured within the AI Drug Discovery cohort (n = 19). Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

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 +25.00, regime accelerating. prior slope +0.002, recent slope +0.044 per week. +0.002prior 39w+0.044recent 13w+25.00×
swing
+25.00×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
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 · · 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
6
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m5

Measurement states

gnina is under weekly measurement. History: 19 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: measured. Direct-dependents axis: no admitted own package; not measured. Gate: computed weekly across the cohort; no convergence event this week

Sources

gnina/gnina development-velocity axis
OpenAlex paper citation-momentum axis

Others in AI Drug Discovery

AlphaFold3 AI Drug Discovery
2 of 3 axes measurable
78
p100
vel +2.77 cit +1.67 deps no axis
axis dials
+2.77 +1.67 n/a
BioEmu AI Drug Discovery
1 of 3 axes measurable
27
p6
vel -1.86 cit no axis deps no axis
axis dials
-1.86 n/a n/a
Boltz AI Drug Discovery
1 of 3 axes measurable
22
p0
vel -2.21 cit no axis deps no axis
axis dials
-2.21 n/a n/a
Chai-1 AI Drug Discovery
1 of 3 axes measurable
65
p78
vel +1.18 cit no axis deps no axis
axis dials
+1.18 n/a n/a
DeepChem AI Drug Discovery
3 of 3 axes measurable
32
p11
vel -3.20 cit -1.24 deps +0.00
axis dials
-3.20 -1.24 +0.00
DiffDock AI Drug Discovery
2 of 3 axes measurable
48
p39
vel +0.03 cit -0.28 deps no axis
axis dials
+0.03 -0.28 n/a

Full AI Drug Discovery 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_XTW34V97F7V methodology m5 snapshot 868e3c39d9c7 period 2026-w45 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m5, never edited by hand. Cite as: “Evidaxis, gnina, entity e_XTW34V97F7V, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_XTW34V97F7V:m5:2026-11-07