Energy Transition
3857S₁
28%
N
86%
E
56%
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: 23003client 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%
7049 / 23003
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
77%
17784 / 23003
E — External Expectation
Outcome-focused, impact claims
60%
13876 / 23003
S₂ — Implementation Substance
Implementation process, scalability, industrial application
50%
11496 / 23003
W — Implementation Judgment
Industrial adoption, verification, validation
54%
12420 / 23003
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 mixed7699
unclassified5915
N heavy S2 weak4938
S1 heavy2195
S2 capable2020
unclassified236
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
2360S₁
35%
N
93%
E
77%
S₂
62%
W
89%
Carbon Pricing
1645S₁
16%
N
74%
E
62%
S₂
35%
W
43%
CCUS
1632S₁
25%
N
51%
E
45%
S₂
53%
W
41%
Other
1604S₁
27%
N
64%
E
65%
S₂
48%
W
44%
Carbon Accounting
1549S₁
55%
N
78%
E
63%
S₂
43%
W
53%
Renewable Energy
1348S₁
32%
N
71%
E
58%
S₂
58%
W
43%
Policy
1218S₁
22%
N
89%
E
61%
S₂
49%
W
44%
Hydrogen
1207S₁
29%
N
66%
E
51%
S₂
52%
W
50%
Climate Finance
1056S₁
23%
N
68%
E
51%
S₂
30%
W
46%