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Record W2567592307 · doi:10.4000/socio.2530

The Welfare State, Globalization and Internal Sociopolitical Dynamics: The Case of North America

2016· article· en· W2567592307 on OpenAlexaff
Ilán Bizberg

Bibliographic record

VenueSocio · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical scienceGlobalizationEthnologySociologyArtLaw

Abstract

fetched live from OpenAlex

Cet article analyse la transformation du système de protection sociale dans les trois pays de l’Amérique du Nord sous la mondialisation et l’ALÉNA (Accord de libre-échange nord-américain). Contrairement à ce qui a été prévu, il n’y a pas eu de processus unique d’homogénéisation de l’économique et des configurations de sécurité sociale des trois pays sur le modèle de ce qui existe aux États-Unis. Bien que l’on puisse noter quelques éléments d’homogénéisation, de nombreuses différences persistent. L’explication repose essentiellement sur le fait que la mondialisation n’est pas une force impersonnelle qui s’impose aux pays, mais un arrangement socio-économique que des acteurs réels, externes comme internes, essaient de faire respecter. La plupart des études expliquent les causes internes du statu quo des systèmes de protection sociale par leur dépendance aux voies institutionnelles. Cet article se concentre non seulement sur des institutions, mais aussi sur les façons dont les acteurs engagent des changements ou leur résistent.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.929
Threshold uncertainty score0.140

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.013
Scholarly communication0.0040.003
Open science0.0000.003
Research integrity0.0010.001
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 head0.010
GPT teacher head0.312
Teacher spread0.302 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

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