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Record W3205971348 · doi:10.32837/yuv.v0i4.2223

Державне стимулювання альтернативної енергетики: порівняльно-правовий аналіз

2021· article· uk· W3205971348 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

Venuenot available
Typearticle
Languageuk
FieldSocial Sciences
TopicEducation and Social Development in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsIncentiveLegislationTariffPromotion (chess)State (computer science)Argumentation theoryVariety (cybernetics)Public economicsPoliticsBusinessPolitical scienceEconomicsLaw and economicsLawMicroeconomicsComputer science

Abstract

fetched live from OpenAlex

Hryhorieva K. State stimulationof alternative energy: comparativeand legal analysisThe article examines the systemsof state and legal incentives foralternative energy in differentcountries (EU, USA, Canada,Latin America, Australia, Malaysia,Indonesia). An unresolved problemhas been formulated, which is thelack of proper argumentation of theput forward political thesis about theneed to abandon the «green» tariff asthe main mechanism for supportingalternative energy, following theexample of other countries. With theactive use of the comparative legalmethod of scientific research, severalimportant conclusions were drawn.Each country has its own uniquelegislative provision of alternativeenergy, which confirms the opinionthat there are no better or worselegal models of such incentives – it isappropriate to talk about more optimaland less optimal legal mechanismsfor a particular country. Despite thediversity of alternative energy supportsystems, certain common features ofsuch legislation have been identified:a) the wide variety of approaches tothe promotion of alternative energy inthe world can be reduced to several keylegal mechanisms; b) a combination ofa certain dominant legal mechanism(most often it is a «green» tariff) anda number of additional ancillary legalincentive mechanisms; c) evolutionarytransformation of the system ofstimulation of alternative energy,which goes through several successivestages (levels). The generalizationof the experience of many countriesthat develop alternative energy,demonstrates the patterns of gradualevolution of such support, whichconsists in the multilevel developmentof the incentive system, namely:a) state incentives of the first level(economic); b) state incentives ofthe second level (environmental);c) state incentives of the third level(climate protection).Based on theidentified pattern, we can concludethat the Ukrainian legislation inthe field of alternative energydemonstrates an atypical regressivedevelopment, during which therewas no evolutionary transition to thenext (environmental) level of stateincentives. That is why the equationfor other countries that reduce greentariffs and/or change them by otherlegal mechanisms is not scientificallysubstantiated.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.660
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0660.007

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 head0.043
GPT teacher head0.379
Teacher spread0.336 · 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