MétaCan
Menu
Back to cohort
Record W3214605028 · doi:10.33423/jabe.v23i6.4685

Among Uncertainty, Fear and Reluctance to Change: The Basis of the ‘Rejection’ to the New Constitution in Chile’s Big Business Before the Social Outbreak of 2019

2021· article· en· W3214605028 on OpenAlex
Nelson Alejandro Osorio Rauld, Venus Reyes Palacios

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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Applied Business and Economics · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical and Social Dynamics in Chile and Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsReferendumConstitutionGovernment (linguistics)ElitePoliticsOrder (exchange)Political economyPolitical scienceSociologyEconomicsLawFinance

Abstract

fetched live from OpenAlex

The institutional response to the social outbreak of 18/O in Chile was the National Referendum for a new Constitution, which had an overwhelming result in favor of approving the constitutional change. However, within the minority group that voted against the change, there is part of the large Chilean business community. This article seeks to show the foundations of the main business leaders of two employers' organizations in Chile: the National Society of Agriculture and the Sociedad de Fomento Fabril, who rejected the idea of a new Constitution years before the social outbreak, as a result of the Constitutional Process promoted between 2015 and 2016 by the government of former President Michelle Bachelet. From 40 interviews with members of the business elite, it is concluded that uncertainty, fear and aversion support this conservative stance with a complex base, marked by its institutional trust and fear of the creation of a new political order. The analysis is interesting, because possibly the magnitude of the social outbreak and its consequences, managed to change the public positioning of some business leaders.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.893
Threshold uncertainty score0.973

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 studies0.0010.001
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 head0.016
GPT teacher head0.257
Teacher spread0.241 · 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