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Record W2042381552 · doi:10.1002/bse.448

Educating senior executives in a novel strategic paradigm: early experiences of the Sustainable Enterprise Academy

2005· article· en· W2042381552 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueBusiness Strategy and the Environment · 2005
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Learning and Leadership
Canadian institutionsTrent UniversityYork University
Fundersnot available
KeywordsExecutive educationSustainabilityManagementStrategic managementExecutive directorSociologySustainable developmentValue (mathematics)Sustainable businessBusiness modelPublic relationsBusinessPolitical scienceEconomicsComputer scienceElectronic business

Abstract

fetched live from OpenAlex

Abstract This paper describes the introduction of ‘ustainability’ as a novel strategic paradigm to senior executive learning. Specifically, we describe the Sustainable Enterprise Academy, an executive education initiative founded by the Schulich School of Business at York University (Canada) with the active support of a number of academic collaborators, five corporations and several business and civil society organizations. The Academy is dedicated to business transformation through the application of a strategic sustainability paradigm, which assumes the desirability of business simultaneously creating economic, social and environmental value. The paper recounts the Academy's journey between 1999 and 2003, during which time five successful senior executive Business Leader Seminars were held – four in Canada and one in the US. Evaluation data from participants are presented and lessons learned described. The paper also explores future avenues of development for the Academy. Copyright © 2005 John Wiley & Sons, Ltd and ERP Environment.

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 score0.845
Threshold uncertainty score0.357

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 head0.017
GPT teacher head0.208
Teacher spread0.191 · 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