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Record W4405934646 · doi:10.33002/jelp040306

Corporate Governance as an Area of Innovation: Challenges and Prospects in Environmental Policy

2024· article· en· W4405934646 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Environmental Law & Policy · 2024
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic and Business Development Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsCorporate governanceBusinessEnvironmental policyEnvironmental planningGeographyFinance

Abstract

fetched live from OpenAlex

The research relevance is determined by the need to study the role of corporate governance in promoting the innovative development of enterprises to promote environmental protection. The study aims to analyse the relationship between corporate governance and innovation processes, identify factors influencing the success of innovation initiatives within companies, and propose strategies for enhancing innovation management. Utilising synthesis, system analysis, and modelling methods, the study highlights that effective corporate governance for sustainability requires integrating environmental goals into strategic planning, fostering stakeholder collaboration, and implementing advanced risk assessment tools. The findings indicate that companies recognising the strategic significance of innovation and embedding it within their business strategies achieve substantial advantages in attaining strategic success. Businesses that actively innovate should be prepared to manage the risks associated with market volatility, technological change, and failure of innovation projects. Companies that cultivate an environment of open idea exchange, teamwork and collaboration are more likely to innovate and implement solutions efficiently. It is important to integrate the risk assessment and control system into the corporate structure, which ensures the stability and efficiency of the innovation process. The value of the obtained results lies in the identification of key aspects of innovation management and the formation of practical recommendations for integrating these insights into corporate strategy to enhance the effectiveness of corporate governance.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.693
Threshold uncertainty score0.728

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 communication0.0000.001
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 head0.041
GPT teacher head0.224
Teacher spread0.183 · 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