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From Modernization to Globalization: Challenges and Opportunities

2003· article· en· W4246348844 on OpenAlexaff
Dawn H. Currie, Sunera Thobani

Bibliographic record

VenueGender Technology and Development · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsWomen's and Gender Studies et Recherches FéministesUniversity of British Columbia
Fundersnot available
KeywordsGlobalizationRestructuringModernization theoryDemiseProsperityPoliticsPolitical economyPolitical scienceSociologyLiberalizationDevelopment economicsEconomicsLaw

Abstract

fetched live from OpenAlex

During the past decade, notions of globalization have displaced familiar discourses of modernization. On the political right, globalization is seen to signal the demise of socialist economies, and proponents of market liberalization proclaim new opportunities to further global wealth and prosperity. On the left, critics point to the ways in which the current economic restructuring is accompanied by an increasing gap between the ’haves’ and ’have nots’. However disparate these two positions seem, both neglect the gendered impact of globalization. The purpose of this article is to review feminist critiques ofglobalization. Central to this review is recognition of the diversity of women’s (and men’s) situations, both within and across cultures. This recognition reminds us that ’gender’cannot simply be added to existing paradigms ofglobalization. What is needed are innovative ways of thinking that will help us understand how local contexts are increasingly orchestrated by extra-local forces. The articles included in this Special Issue provide examples of such methodologies.

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)0.006
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0060.047
Scholarly communication0.0120.021
Open science0.0010.010
Research integrity0.0050.008
Insufficient payload (model declined to judge)0.0090.001

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 head0.093
GPT teacher head0.289
Teacher spread0.195 · 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 designTheoretical or conceptual
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
Published2003
Admission routes1
Has abstractyes

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