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Record W3202146083 · doi:10.1177/13505076211032207

In praise of holistic scholarship: A collective essay in memory of Mark Easterby-Smith

2021· article· en· W3202146083 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.

Bibliographic record

VenueManagement Learning · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsWestern UniversityUniversity of Manitoba
Fundersnot available
KeywordsScholarshipSociologyPraiseConceptualizationNarrativeHonorEthosAestheticsEpistemologyPsychologySocial psychologyLawLiterature

Abstract

fetched live from OpenAlex

This collective essay was born out of a desire to honor and remember Professor Mark Easterby-Smith, a founder of the Management Learning community. To do this, we invited community members to share their experiences of working with Mark. The resulting narratives remember Mark as a co-author, co-researcher, project manager, conference organizer, research leader, PhD supervisor, and much more. The memories cover many different aspects of Mark’s academic spectrum: from evaluation to research methods to cross-cultural management, to dynamic capabilities, naming but a few. This space for remembrance however developed into a space of reflection and conceptualization. Inspired by the range and extent of Mark’s interests, skills, experiences, and personal qualities, this essay became conceptual as well as personal as we turned the spotlight on academic careers and consider alternative paths for Management Learning scholarship today. Using the collective representations of Mark’s career as a starting point, we develop, the concept of holistic scholarship, which embraces certain attitudes and orientations in navigating the dialectical spaces and transcending tensions in academic life. We reflect on how such holistic scholarship can be practised in our contemporary and challenging times and what inspiration and lessons we can draw from Mark’s legacy.

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 score0.464
Threshold uncertainty score0.766

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
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 head0.019
GPT teacher head0.237
Teacher spread0.218 · 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