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Record W4399211405 · doi:10.15173/glj.v15i2.5825

Book Review Symposium 2

2024· article· en· W4399211405 on OpenAlexvenueno aff
Alex Mohubetswane Mashilo

Bibliographic record

VenueGlobal Labour Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmental ethicsPhilosophy

Abstract

fetched live from OpenAlex

Professor Edward Webster, affectionately known as Eddie, breathed his last on 5 March 2024, twenty-four days before his eighty-second birthday. Eddie was healthy and had just participated in a run. The shocking untimely death has left a profound void. His impactful research work, integrating a consistent focus on work and labour, spanned decades, dating back to the early 1970s. Eddie went beyond just researching and publishing – activities in which he engaged extensively. He was an engaged intellectual, actively involved in the emancipatory working-class movement to change the world he researched. Writing with Lynford Dor, Webster defends the power resources approach which identifies the sources of workers' power and includes a focus on workers' resistance to exploitation in pursuit of their interests. Webster successfully challenges the “end of labour thesis” using evidence-based sectoral case studies from a selection of global South countries. He brought together contributions by other scholars in the edited book. The “end of labour thesis” can also be challenged from the standpoint of the labour theory of value. However, this is not part of the authors’ chosen approach, which suffices on its own merits.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.352
Threshold uncertainty score0.992

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.000

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 head0.008
GPT teacher head0.315
Teacher spread0.307 · 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 designNot applicable
Domainnot available
GenreReview

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
Published2024
Admission routes1
Has abstractyes

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