Energy Transition
4076S₁
28%
N
86%
E
57%
S₂
48%
W
46%
SNE-based observatory
🇯🇵 日本語版 →GX Research SNE Profile
This page visualizes the knowledge-production bias of the GX research corpus using the SNE framework. Instead of ranking papers, it shows whether the field is organized around research substance, implementation narratives, external expectations, implementation substance, or judgment formation.
The goal is not only to discover papers, but to observe how GX research is distributed across these axes — and where the field is thin relative to the demand for implementation.
published papers: 23772client JS: 0runtime: edge
Overview
Distribution across 5 SNE axes. % = share of published papers with each signal active.
S₁ — Research Substance
Measurement-focused, scientific evidence
31%
7287 / 23772
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
78%
18495 / 23772
E — External Expectation
Outcome-focused, impact claims
61%
14390 / 23772
S₂ — Implementation Substance
Implementation process, scalability, industrial application
50%
11937 / 23772
W — Implementation Judgment
Industrial adoption, verification, validation
54%
12868 / 23772
How to Read This
This dashboard does not rank papers. It maps where GX research concentrates its epistemic energy — measurement, narratives, expectations, implementation, or judgment.
The intention is not to explain the SNE theory first, but to let the data asymmetry speak — and then name what you see using the SNE framework.
Key observation: N (policy narrative) consistently appears at roughly 2× the rate of S₁ (measurement substance). This N-heavy, S₁-thin pattern is a predicted signature of the GX field under the SNE model.
SNE Profile Classification
S1 S2 mixed8005
unclassified6052
N heavy S2 weak5125
S1 heavy2265
S2 capable2089
unclassified236
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
2434S₁
34%
N
94%
E
77%
S₂
63%
W
89%
Carbon Pricing
1692S₁
16%
N
74%
E
62%
S₂
35%
W
43%
CCUS
1678S₁
25%
N
51%
E
46%
S₂
54%
W
41%
Other
1631S₁
27%
N
64%
E
64%
S₂
48%
W
44%
Carbon Accounting
1583S₁
55%
N
78%
E
63%
S₂
43%
W
53%
Renewable Energy
1377S₁
32%
N
72%
E
59%
S₂
58%
W
43%
Policy
1274S₁
22%
N
90%
E
61%
S₂
49%
W
44%
Hydrogen
1240S₁
29%
N
67%
E
51%
S₂
52%
W
50%
Climate Finance
1094S₁
23%
N
69%
E
51%
S₂
30%
W
46%