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Record W4408529998 · doi:10.1590/scielopreprints.11493

CULTURA DE LAS PROFESIONES EN LA EMPRESA ASTILLEROS DEL ORIENTE. CONSIDERACIONES TEÓRICO METODOLÓGICAS

2025· preprint· en· W4408529998 on OpenAlex
José Alexei Riverí Juliens, Yamirka Robert Brady, Lucelia Labañino Pérez

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

Venuenot available
Typepreprint
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Management and Innovation
Canadian institutionsASTER
Fundersnot available
KeywordsHumanitiesSociologyPhilosophy

Abstract

fetched live from OpenAlex

The complexities of the Cuban context need solutions that articulate realities, strategies, and political and scientific perspectives; however, despite the diversity of disciplines, approaches, studies, and authors that approach the organizational culture and the theory of professions, the use of the concept: culture of professions, is barely noticeable in national and foreign research on organizational cohorts, at a time when this category needs to acquire more significant value. This work aimed to characterize the culture of professions in the Astilleros del Oriente (ASTOR) Company to identify theoretical-methodological guidelines for its use in the workplace. This investigation was carried out as a case study in the dependences of ASTOR, in Santiago de Cuba, with a population of 296 people of different professions; it was necessary to harmonize methods and technical qualitative and quantitative as interviews, surveys, observations, and analysis of documents, being applied a simple random sampling in the case of the survey and intentional samplings for the other instruments. The main result was the theoretical-methodological construction of the concept culture of professions and the identification of rules for its use in the labor sphere employing the characterization of the organization study object.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.744
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.002
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 head0.019
GPT teacher head0.262
Teacher spread0.243 · 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

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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