Energy Transition
1935S₁
24%
N
79%
E
50%
S₂
43%
W
39%
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: 12523client JS: 0runtime: edge
Overview
Distribution across 5 SNE axes. % = share of published papers with each signal active.
S₁ — Research Substance
Measurement-focused, scientific evidence
27%
3430 / 12523
N — Implementation Narrative
Policy narrative, target-setting, disclosure frameworks
68%
8476 / 12523
E — External Expectation
Outcome-focused, impact claims
55%
6833 / 12523
S₂ — Implementation Substance
Implementation process, scalability, industrial application
44%
5536 / 12523
W — Implementation Judgment
Industrial adoption, verification, validation
48%
6045 / 12523
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
unclassified3997
S1 S2 mixed3761
N heavy S2 weak2498
S1 heavy1073
S2 capable958
unclassified236
Topic Comparison
SNE profile breakdown by top research topics. Each topic shows where its papers concentrate across the 5 axes.
ESG
1321S₁
35%
N
90%
E
73%
S₂
63%
W
87%
Carbon Pricing
1031S₁
15%
N
63%
E
55%
S₂
33%
W
38%
CCUS
1019S₁
22%
N
40%
E
41%
S₂
43%
W
37%
Other
830S₁
24%
N
53%
E
54%
S₂
39%
W
35%
Renewable Energy
787S₁
29%
N
61%
E
56%
S₂
51%
W
39%
Carbon Accounting
752S₁
51%
N
68%
E
58%
S₂
40%
W
46%
Hydrogen
743S₁
29%
N
56%
E
54%
S₂
46%
W
50%
Climate Finance
726S₁
22%
N
56%
E
45%
S₂
26%
W
41%
Policy
700S₁
18%
N
82%
E
55%
S₂
46%
W
39%