Energy Transition
5824S₁
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: 31226client 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%
9999 / 31226
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
82%
25586 / 31226
E — External Expectation
Outcome-focused, impact claims
61%
19133 / 31226
S₂ — Implementation Substance
Implementation process, scalability, industrial application
51%
15892 / 31226
W — Implementation Judgment
Industrial adoption, verification, validation
57%
17667 / 31226
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 mixed10875
unclassified7383
N heavy S2 weak6950
S1 heavy3021
S2 capable2760
unclassified237
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
3061S₁
34%
N
95%
E
77%
S₂
61%
W
89%
CCUS
2274S₁
27%
N
61%
E
48%
S₂
58%
W
47%
Carbon Pricing
2221S₁
17%
N
80%
E
62%
S₂
38%
W
45%
Carbon Accounting
2040S₁
56%
N
82%
E
63%
S₂
43%
W
57%
Other
1820S₁
28%
N
66%
E
65%
S₂
48%
W
45%
Renewable Energy
1710S₁
33%
N
76%
E
60%
S₂
60%
W
46%
Policy
1651S₁
23%
N
92%
E
61%
S₂
49%
W
45%
Hydrogen
1607S₁
31%
N
72%
E
50%
S₂
51%
W
55%
Climate Finance
1540S₁
24%
N
78%
E
52%
S₂
32%
W
49%