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Record W4381996954 · doi:10.1177/26317877231179232

Keep Your Eyes on the Prize: A goals-based approach to studying social movements in markets

2023· article· en· W4381996954 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueOrganization Theory · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsWilfrid Laurier UniversityHEC Montréal
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsTypologyMovement (music)Social movementAction (physics)Perspective (graphical)Political scienceSociologyComputer science

Abstract

fetched live from OpenAlex

Prior research on social movements and markets has thus far paid only scant attention to movement goals. In the few instances that goals are considered, the focus is on how goals provide a shared purpose to movement participants, and not on their substantive nature or ‘content’. In contrast, our review of the movements and markets literature suggests that the substantive nature of movement goals is critical because it provides a more comprehensive understanding of different market-based movements and their interactions with market actors – ultimately impacting the consequences for movements and their targets. We develop a social movement typology using a goals-based perspective to distinguish between three types of movement: alteration movements, whose goal is to alter or change the practices of markets or their actors; creation movements whose goal is to create new market categories as a means of addressing their grievances; and elimination movements whose goal is to eradicate or remove products, industries, or markets altogether. We propose that the relationship between these types of movement and market actors goes through a four-stage life cycle – emergence, action, interaction and settlement – and that initial variation in movement goals shapes differences in the movement–market relationship at each stage of this life cycle.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.532
Threshold uncertainty score0.508

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.030
GPT teacher head0.262
Teacher spread0.232 · 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