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Record W7132961272

The Social Investment State and the Social Economy. The Politics of Quebec's Social Economy Turn, 1996-2015

2016· dissertation· W7132961272 on OpenAlexaffabout
Gabriel Arsenault

Bibliographic record

VenueTSpace · 2016
Typedissertation
Language
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSocial economySocial philosophySocial changeSocial positionInvestment (military)Social policyWelfare stateSocial entropySocial Welfare
DOInot available

Abstract

fetched live from OpenAlex

This dissertation argues that investigating the social economy is necessary to fully understand social investment politics and the specificity of the Quebec social model. Quebec has been structuring and promoting a social economy sector since the mid-1990s, launching social economy policies in areas such as child care, perinatal services, home support, social housing, and social insertion. No other provincial welfare state has taken a similar path. Why? Given their goal to address post-industrial social needs by increasing employment levels, Quebec’s social economy policies are here construed as social investment policies. Drawing from the comparative social investment literature and the Canadian federalism literature, I identify five hypotheses accounting for Quebec’s distinct trajectory: power resources, cross-class coalitions, learning, structural changes, and federalism. Using a process tracing methodology and relying on a variety of documentary sources and a unique data set of 77 interviews, I argue that the strength of Quebec’s Left in the mid-1990s, in combination with coalition engineering during the 1996 Economy and Employment Summit, are what chiefly account for Quebec’s social economy turn. The centre-Left PQ has proven to be significantly more committed to the social economy than the centre-Right PLQ. Moreover, it was actors from the Left, including the Quebec Women’s Federation and the CSN, who brought the issue of the social economy on the government’s agenda. The Social Economy Task Force, launched in prevision of the 1996 Summit, then skillfully engineered a Left-Right social economy coalition based on the idea that the social economy would infringe upon neither the public, nor the private sector, while creating jobs and addressing unmet social needs. The dissertation’s argument is nuanced, however. Although Quebec’s social economy policies were launched en bloc, they were not quite underpinned by exactly the same causes.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.234
Threshold uncertainty score0.889

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0140.010
Scholarly communication0.0080.003
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.000

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 head0.028
GPT teacher head0.379
Teacher spread0.351 · 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 designQualitative
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 routes2
Has abstractyes

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