Energy Transition
6957S₁
32%
N
91%
E
60%
S₂
50%
W
53%
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: 37113client JS: 0runtime: edge
Overview
Distribution across 5 SNE axes. % = share of published papers with each signal active.
S₁ — Research Substance
Measurement-focused, scientific evidence
33%
12398 / 37113
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
84%
31357 / 37113
E — External Expectation
Outcome-focused, impact claims
62%
22853 / 37113
S₂ — Implementation Substance
Implementation process, scalability, industrial application
52%
19241 / 37113
W — Implementation Judgment
Industrial adoption, verification, validation
59%
21901 / 37113
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 mixed13068
unclassified8399
N heavy S2 weak8266
S1 heavy3675
S2 capable3468
unclassified237
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
3503S₁
34%
N
95%
E
77%
S₂
61%
W
89%
CCUS
2836S₁
28%
N
68%
E
50%
S₂
59%
W
51%
Carbon Pricing
2738S₁
19%
N
82%
E
61%
S₂
38%
W
46%
Carbon Accounting
2474S₁
57%
N
84%
E
63%
S₂
44%
W
61%
Renewable Energy
1984S₁
34%
N
79%
E
59%
S₂
62%
W
49%
Climate Finance
1944S₁
25%
N
82%
E
54%
S₂
34%
W
51%
Hydrogen
1918S₁
32%
N
77%
E
50%
S₂
51%
W
59%
Other
1913S₁
28%
N
68%
E
66%
S₂
47%
W
46%
Policy
1868S₁
25%
N
93%
E
62%
S₂
52%
W
46%