Energy Transition
5759S₁
30%
N
89%
E
59%
S₂
49%
W
50%
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: 30942client JS: 0runtime: edge
Overview
Distribution across 5 SNE axes. % = share of published papers with each signal active.
S₁ — Research Substance
Measurement-focused, scientific evidence
32%
9881 / 30942
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
82%
25304 / 30942
E — External Expectation
Outcome-focused, impact claims
61%
18945 / 30942
S₂ — Implementation Substance
Implementation process, scalability, industrial application
51%
15716 / 30942
W — Implementation Judgment
Industrial adoption, verification, validation
56%
17431 / 30942
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 mixed10755
unclassified7336
N heavy S2 weak6903
S1 heavy2989
S2 capable2722
unclassified237
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
3028S₁
34%
N
94%
E
77%
S₂
61%
W
89%
CCUS
2241S₁
26%
N
61%
E
48%
S₂
57%
W
46%
Carbon Pricing
2204S₁
17%
N
79%
E
62%
S₂
38%
W
45%
Carbon Accounting
2021S₁
56%
N
81%
E
63%
S₂
43%
W
57%
Other
1819S₁
28%
N
66%
E
65%
S₂
48%
W
45%
Renewable Energy
1701S₁
33%
N
76%
E
60%
S₂
60%
W
46%
Policy
1641S₁
23%
N
92%
E
61%
S₂
49%
W
44%
Hydrogen
1591S₁
31%
N
72%
E
50%
S₂
50%
W
55%
Climate Finance
1523S₁
24%
N
77%
E
52%
S₂
32%
W
48%