Energy Transition
6850S₁
32%
N
90%
E
60%
S₂
50%
W
52%
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: 36583client 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%
12174 / 36583
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
84%
30835 / 36583
E — External Expectation
Outcome-focused, impact claims
62%
22512 / 36583
S₂ — Implementation Substance
Implementation process, scalability, industrial application
52%
18942 / 36583
W — Implementation Judgment
Industrial adoption, verification, validation
59%
21541 / 36583
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 mixed12871
unclassified8319
N heavy S2 weak8139
S1 heavy3607
S2 capable3410
unclassified237
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
3464S₁
34%
N
95%
E
77%
S₂
61%
W
89%
CCUS
2793S₁
28%
N
68%
E
50%
S₂
59%
W
50%
Carbon Pricing
2682S₁
19%
N
82%
E
61%
S₂
38%
W
46%
Carbon Accounting
2442S₁
57%
N
84%
E
64%
S₂
44%
W
61%
Renewable Energy
1951S₁
34%
N
79%
E
59%
S₂
61%
W
49%
Climate Finance
1916S₁
25%
N
82%
E
54%
S₂
34%
W
51%
Other
1905S₁
28%
N
68%
E
66%
S₂
47%
W
46%
Hydrogen
1896S₁
31%
N
77%
E
50%
S₂
50%
W
59%
Policy
1842S₁
24%
N
93%
E
62%
S₂
51%
W
46%