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Record W4385190574 · doi:10.32920/23739594.v1

Reflections on Resistance to Neoliberalism: Looking Back on Solidarity in 1983 British Columbia

2023· preprint· en· W4385190574 on OpenAlexaffabout
Ted Richmond, John Shields

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsToronto Metropolitan University
FundersOffice of International Science and Engineering
KeywordsNeoliberalism (international relations)SolidarityHindsight biasLeft-wing politicsResistance (ecology)PoliticsPolitical economyPolitical scienceSocial movementSociologyLaw

Abstract

fetched live from OpenAlex

This article critically examines the 1983 British Columbia (BC) Solidarity experience, a period that marked the first comprehensive neoliberal policy revolution in Canada. It also marked the launch of an extensive movement of extra-parliamentary resistance to neoliberal attempts to undo social and economic gains achieved during the period of Keynesian consensus. The character of this progressive movement of trade unions, social groups and civil society was however limited to “defensive defiance”. A number of questions are posed such as: What was the nature of the resistance to neoliberalism in BC in 1983, and to what extent did it succeed? Leftist analysts hotly debated these questions at the time, and a review in hindsight of their views is instructive. And to what degree have the neoliberal agenda and strategy and tactics changed in the ensuing years? Our review in this article suggests both a remarkable continuity and some fundamental changes. Analysis of these events therefore remains historically relevant to those concerned with pan-Canadian political trends.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.254
Threshold uncertainty score0.865

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.007
Science and technology studies0.0300.015
Scholarly communication0.0100.002
Open science0.0020.004
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0060.000

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 head0.058
GPT teacher head0.331
Teacher spread0.273 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2023
Admission routes2
Has abstractyes

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