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Record W3157393644 · doi:10.1080/14697017.2021.1917491

Highlighting the Plural: Leading Amidst Romance(s)

2021· article· en· W3157393644 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

VenueJournal of Change Management · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsHEC MontréalUniversité du Québec à Montréal
Fundersnot available
KeywordsPluralPhenomenonRomanceSociologyEpistemologyDivergence (linguistics)PsychoanalysisPsychologyLinguisticsPhilosophy

Abstract

fetched live from OpenAlex

The current crisis makes leadership more visible and allows us to reflect on how leadership is conceived. In this essay, we consider how leadership has been represented during the first months of the COVID-19 pandemic in articles published in the business and general press. We show that, while images of heroic leadership are prevalent in this popular discourse – reminding us vividly of the romance of leadership – other elements, such as references to plural and decentred forms of leadership can be seen as also coexisting in this discourse, while not necessarily being explicitly acknowledged. Opting for a plural, relational and processual conception of leadership allows us to reveal these under-recognized elements. This leads us to propose that these elements are not specific to leadership in times of crises, but are always constitutive of leading in practice. We conclude by arguing that renewing understandings of leadership may require that we acknowledge simultaneously the inevitable presence of romance(s) in how we approach this phenomenon as well as its collective and relational accomplishment. Referring, in turn, to the central phenomenon as leading rather than as leadership may help us reach beyond the seductiveness of the romance(s) of leadership to capture its inherent relationality.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.888
Threshold uncertainty score0.580

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.058
GPT teacher head0.242
Teacher spread0.185 · 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