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Record W3043628087 · doi:10.29173/cjnser.2020v11n1a323

Representative Board Governance: What Role Do Board Directors Have in Representing the Interest of Their Constituents?

2020· article· en· W3043628087 on OpenAlexaffvenue
Anthony Piscitelli, Sean Geobey

Bibliographic record

VenueCanadian journal of nonprofit and social economy research · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicNonprofit Sector and Volunteering
Canadian institutionsUniversity of WaterlooConestoga College
Fundersnot available
KeywordsCorporate governanceCLARITYEthosAccountabilityStakeholderPublic relationsAccountingSet (abstract data type)BusinessPolitical scienceCorporate lawShareholderManagementLawEconomicsComputer scienceFinance

Abstract

fetched live from OpenAlex

The current ethos of most nonprofit boards of directors focuses on role clarity between board directors and the executive director. The board’s role is to collectively set strategic direction and provide oversight while leaving day-to-day operations to staff. Yet, many individual directors join a board to make an impact on the organization by addressing very specific operational concerns and/or to represent a stakeholder group, and this creates tension at the board table. This article explores whether there is necessarily a trade-off between the representative and good governance roles of a nonprofit board director. It will demonstrate that the tension between representing member interests and governing nonprofits is a false dichotomy. Reconciling these two interests offers some potential avenues for improved organizational accountability.

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.

How this classification was reachedexpand

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.650
Threshold uncertainty score0.930

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.117
GPT teacher head0.364
Teacher spread0.247 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2020
Admission routes2
Has abstractyes

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