Energy Transition
5698S₁
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: 30706client 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%
9778 / 30706
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
82%
25074 / 30706
E — External Expectation
Outcome-focused, impact claims
61%
18796 / 30706
S₂ — Implementation Substance
Implementation process, scalability, industrial application
51%
15607 / 30706
W — Implementation Judgment
Industrial adoption, verification, validation
56%
17269 / 30706
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 mixed10656
unclassified7303
N heavy S2 weak6844
S1 heavy2963
S2 capable2703
unclassified237
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
3017S₁
34%
N
94%
E
77%
S₂
61%
W
89%
CCUS
2218S₁
26%
N
60%
E
48%
S₂
57%
W
46%
Carbon Pricing
2189S₁
16%
N
79%
E
62%
S₂
38%
W
45%
Carbon Accounting
2002S₁
56%
N
81%
E
63%
S₂
43%
W
56%
Other
1817S₁
28%
N
66%
E
65%
S₂
48%
W
45%
Renewable Energy
1686S₁
33%
N
76%
E
60%
S₂
60%
W
46%
Policy
1629S₁
23%
N
92%
E
61%
S₂
49%
W
45%
Hydrogen
1583S₁
30%
N
72%
E
50%
S₂
50%
W
55%
Climate Finance
1514S₁
24%
N
77%
E
52%
S₂
32%
W
48%