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Experience in the Implementation of Regional Concepts for the Development of the Circular “Green” Economy of the Countries of the World

2022· article· en· W4312207918 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

VenueAdministrative Consulting · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic and Business Development Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsGreen economyEconomyCircular economyEconomic systemWorld economyNational economyBusinessEconomicsPolitical scienceSustainable development

Abstract

fetched live from OpenAlex

The purpose of this study is to determine in which directions the measures of the “green” economy are being implemented in foreign countries. To achieve this goal, the concept of a “green” economy and a “circular” economy was given; national strategies of the “green” economy of foreign countries were studied; the main directions of “green” regional initiatives were identified; measures taken in foreign countries in the selected areas of the “green” economy were compared. The subject of the study is foreign strategies for the development of the “green” economy of the region. The object of research is the “green” economy. The authors apply methods of empirical research (description and comparison); general logical (analysis of information, its synthesis and generalization, as well as abstraction); theoretical cognition (hypotic-deductive; ascent from the abstract to the concrete). The article considers examples of the implementation of foreign national concepts for the development of a “green” economy, which are associated with regional initiatives of Germany, the United Arab Emirates, Canada, Belgium and the United States of America. The analysis is made on the basis of national strategies of the “green” economy, directions and initiatives. It is concluded that these examples of the implementation of the “greening” of the economy should be taken as an example for other countries, since work in this direction can improve the environmental situation, the quality of life of the country and a particular region.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.421
Threshold uncertainty score0.319

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.122
GPT teacher head0.338
Teacher spread0.216 · 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