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Record W4213009509 · doi:10.1177/26317877211072550

Best Friends Forever: Relationship Schemas, Organizational Forms, and Institutional Change

2022· article· en· W4213009509 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.

fundA Canadian funder is recorded on the work.
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

VenueOrganization Theory · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsnot available
FundersCanadian Institute for Advanced Research
KeywordsCreativityDialecticCitizen journalismSociologyMeaning (existential)Scripting languageDemocracyPublic relationsEpistemologySocial psychologyPsychologyPolitical scienceComputer scienceLaw

Abstract

fetched live from OpenAlex

Scholars have drawn on cultural concepts to demonstrate the capacity of organizational actors to transform existing institutional scripts and invent new ones. When it comes to accounting for the limits on such change, however, scholars have tended to fall back on structural dynamics. I argue that paying attention to the symbolic analogies and oppositions in terms of which institutional schemas have meaning can shed light on the role of cultural constraints alongside creativity in institutional change. In this article, I investigate schemas of personal relationships. By transposing the obligations and expectations of a familiar relationship from one kind of interaction to another—by treating employees like members of a sports team or a research collaborative, for example—organizational actors can bring about new habits of interaction and create new organizational forms. But people’s emotional investment in the integrity of a relationship script may make them unwilling to modify the script when it proves impractical. Shared relationship schemas are thus a source of creativity and constraint. I show that understanding this dialectic accounts for several puzzling features of the diffusion of participatory democratic organizational forms among progressive movements in the late 1960s: notably, that even in the absence of a legitimated model of participatory democracy, activists adopted a similar form of organization, and that, for all their creativity, activists were unable to modify that form to cope with the inequalities it produced.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.451
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

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 head0.021
GPT teacher head0.202
Teacher spread0.181 · 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