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Record W4388231614 · doi:10.1177/0143831x231204770

Power resources, institutional legacy and labour standards transformation: Lessons from two developing countries

2023· article· en· W4388231614 on OpenAlexaff
Sari Madi

Bibliographic record

VenueEconomic and Industrial Democracy · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsLegitimacyPoliticsFlexibility (engineering)Power (physics)Job securityPolitical sciencePolitical economyEconomic systemEconomicsLawWork (physics)

Abstract

fetched live from OpenAlex

This article assesses the political dynamics behind labour standards reform attempts and their divergent outcomes in Lebanon and Tunisia during the neoliberal era according to a success/failure and flexibility/security configuration. It emphasises the interconnection of three power resources. Institutional legacies mattered for organised labour’s influence on these reforms. Having already had access to formal channels of decision-making since the 1970s, Tunisian labour effectively used these channels during the 1990s reforms. Such channels were not historically well-developed for Lebanese labour and were critical in the reform failure. Furthermore, thanks to its ideational power (i.e. legitimacy), Tunisian organised labour was part of the political coalition of reform. Consequently, Tunisian labour was successful in gaining some job security privileges in exchange for flexibility. Conversely, Lebanese organised labour lacked such legitimacy, which contributed to their exclusion from the political coalition. Instead, employers used their informal channels (e.g. networks) with the political coalition’s elites to halt job security reform.

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 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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.959
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.036
GPT teacher head0.312
Teacher spread0.275 · 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 teacher head, not a consensus.

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

Citations5
Published2023
Admission routes1
Has abstractyes

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