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Record W7056607894

Exploring the Expansion of the For-Benefit Structure in Canada

2025· other· en· W7056607894 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

VenueOCAD University Open Research Repository (OCAD University) · 2025
Typeother
Languageen
FieldEngineering
TopicParticle accelerators and beam dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsLegislationLegislatureShareholderLegitimacyPoliticsPublic policyPsychological interventionCorporate governance
DOInot available

Abstract

fetched live from OpenAlex

The growing appetite for purpose-driven businesses that prioritize stakeholders over shareholder primacy is constrained in Canada by a significant policy gap: only British Columbia (B.C.) has enacted Benefit Company legislation, leaving the rest of the country without a formal legal structure for enterprises pursuing both profit and public good—social and environmental. This absence undermines the legitimacy of impact-driven businesses and limits mechanisms for long-term accountability. While previous research has called for such legal structures, little has been done to evaluate the performance and implications of the model since its adoption in B.C. in 2020. This study addresses that gap. The objective of this research is to examine the barriers, enablers, and early outcomes of the B.C. Benefit Company legislation as a foundation for expanding the framework provincially and federally across Canada. A policy scan across Canadian provinces, the U.S., and the U.K. was conducted to identify structural differences and legislative gaps. The study draws from 32 interviews with entrepreneurs, and experts across four provinces. Most interviewees cited the model’s limited awareness, legal uncertainty, provincial inertia, exacerbated by a lack of interprovincial coordination and political caution, as key barriers to broader adoption. Conversely, most participants identified legal protection for mission-driven businesses, increased market differentiation, and growing investor interest in social impact enterprises as critical enablers of the model’s success and potential. Based on these insights, this study proposes a set of targeted policy interventions notably (1) the development of a national legislated Benefit Company framework to ensure coherence across jurisdictions; (2) the creation of legislated transition pathways for non-profits; and (3) the establishment of a distinct legal category within corporate law complemented by tailored tax incentives and governance reforms—to support the unique needs of for-benefit businesses alongside the need for a cultural and value led shift in the role and purpose of business in the economy. This research matters to policymakers, legal reformers, social entrepreneurs, and impact investors who are shaping the future of Canada’s economy. Without a coherent legislative backbone, the growth of credible, accountable, purpose-led business will remain stalled. Canada must act now to formalize and scale the for-benefit model through coordinated, nationwide legal reform. Keywords: For-Benefit Business, Hybrid Social Enterprise, Legislated Benefit Company, Impact Investment Canada, Policy Innovation, Business with Purpose

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: Other · Consensus signal: Other
Teacher disagreement score0.968
Threshold uncertainty score0.696

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
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 head0.051
GPT teacher head0.236
Teacher spread0.184 · 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