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Record W4415424742 · doi:10.1134/s004060152570048x

Russia’s New Energy Strategy Could Lead to Withdrawal from the Paris Agreement

2025· article· en· W4415424742 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThermal Engineering · 2025
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy Security and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsGreenhouse gasRenewable energyCoalFossil fuelEnergy transitionLead (geology)Production (economics)Energy strategyPrimary energyEnergy policy

Abstract

fetched live from OpenAlex

Abstract An analysis of greenhouse gas emissions from Russian energy sector was carried out in accordance with the Energy Strategy until 2050, and they were compared with the target indicators of the Low-Carbon Development Strategy of Russia until 2050. It was shown that fundamental trends in the development of global energy—the energy transition associated with the decarbonization of the global economy—were not taken into account when developing the Energy Strategy. The actual refusal to develop renewable energy sources and the failure to use carbon dioxide capture and storage technologies make it impossible to achieve the goal of carbon neutrality for the national economy by 2060, even taking into account the new increased estimates of carbon absorption by Russian forests. Ignoring the global trend towards abandoning coal fuel, recorded by authoritative national and foreign energy agencies (the Institute for Energy Research of the Russian Academy of Sciences, the International Energy Agency), has led to inflated estimates of Russian exports of this type of fuel, the world trade of which will decrease several times by 2050. Refined estimates of methane leaks during oil and gas production in Russia correspond in specific values to the indicators of other major producers of oil and gas resources (the United States and Canada), but are approximately two times lower than those obtained from the Earth’s remote sensing data. The main provisions of the two strategic documents on Russia’s development until the middle of the century contradict each other to a certain extent and, therefore, cannot be implemented simultaneously. The result of these contradictions could be Russia’s refusal to fulfill its pledges to decarbonize the economy and its withdrawal from the Paris Agreement, which will undoubtedly exacerbate the confrontation with growing global trends.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.972
Threshold uncertainty score0.909

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.224
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it