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Record W2899594372 · doi:10.25071/1705-1436.14

The Destruction of the "House": Changing Social Relations in a Restructured Factory

2014· article· en· W2899594372 on OpenAlex
Alexander Castleton

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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueJust Labour · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsCarleton University
Fundersnot available
KeywordsFactory (object-oriented programming)SociologyPosition (finance)EthnographySocial organizationManagementBusinessSocial scienceEconomics

Abstract

fetched live from OpenAlex

This article explores the social changes within a dairy-products factory in Montevideo, Uruguay. Applying sociological research tools from ethnography and grounded theory, the data was collected through employment at the factory. My position as a temporary worker allowed me to interact with the many different individuals and social actors that made up the factory’s social universe. I observed major organizational shifts within the human resources department, such as the hiring of younger and more educated prospects for supervisory roles, as opposed to filling those positions with the older and more experienced workers. This shift towards “productive re-arrangement” was a consequence of the regional and commercial challenges which encouraged strategic changes to keep the company competitive. The most obvious and significant changes were found in the hiring process, when the factory began increasingly targeting temporary workers for employment. In this article, I argue that these changes were largely responsible for a new spirit and emotionality that began to emerge amongst the current working pool; one of uncertainty and mistrust. When the dairy factory altered its operating philosophy, so did its labourers. This study looks to capture the relations that developed between them.

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)0.001
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 score0.565
Threshold uncertainty score0.500

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.017
GPT teacher head0.248
Teacher spread0.231 · 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