MétaCan
Menu
Back to cohort

El T-MEC y la tercera generación de arreglos laborales: De las experiencias previas en Latinoamérica al futuro previsible para las relaciones industriales mexicanas

2022· article· es· W4293150468 on OpenAlex
Alex Covarrubias V., Mélanie Dufour‐Poirier

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

VenueNorteamérica · 2022
Typearticle
Languagees
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

En Norteamérica existe un nuevo marco normativo dirigido a replantear los términos de intercambio comercial entre Canadá, México y Estados Unidos, y a incidir en sus relaciones laborales. El estudio se dirige a evaluar las condiciones como se está produciendo el tránsito hacia un nuevo modelo laboral en México, partiendo de la experiencia previa y seis acuerdos comerciales de Estados Unidos con 11 países de América Latina y el Caribe. La evidencia reunida muestra que los cambios hasta ahora producidos son limitados y focalizados en industrias estratégicas trasnacionales como la automotriz. Se postula entonces que sólo ocurrirá una transformación de las relaciones laborales si y solo si los cambios legislativos son respaldados y procesados por los diferentes stakeholders involucrados –i.e., una orquestación desde abajo que pueda extenderse y ser respaldada por la sociedad civil.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, 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: Empirical
Teacher disagreement score0.778
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.025
GPT teacher head0.367
Teacher spread0.342 · 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