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Record W7062389907

The struggle for security: Risk, politics and pension policy in Ontario, 1960-2016

2016· article· en· W7062389907 on OpenAlexaboutno aff

Bibliographic record

VenueArca (British Columbia Electronic Library Network) · 2016
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsPensionPoliticsGovernment (linguistics)Position (finance)Welfare stateWelfareState (computer science)Private pension
DOInot available

Abstract

fetched live from OpenAlex

This dissertation traces the rise and decline of Ontario’s workplace pension system that has resulted with growing emphasis on Canada’s public pension system, focusing on the postwar period to 2016. Since the mid-1980s, workplace pension coverage in Ontario and across Canada has been decreasing, calling into question the ability of this system to provide adequate retirement income for future workers. Currently, large private and public sector employers such as Air Canada, General Motors Canada and Canada Post are seeking to replace secure defined benefit plans with less secure defined contribution plans. Given these trends, policymakers at the provincial and federal levels have attempted to remedy the insecurity produced by diminishing coverage rates. Using Ontario as a case study to examine Canada’s retirement income system, this dissertation asks: Why has the risk of saving for retirement shifted, and what factors have driven this? Drawing from 22 semi-structure interviews with pension professionals, descriptive statistics, and Hansard Parliamentary transcriptions, several findings are established. First, although risk has been increasingly individualized since the 1990s, there is a limit to how much risk workers are willing to accept before political coalitions form to demand government play a larger role in establishing retirement income security. Risk transfer is thus contingent on union power, retiree activism, business lobbying, and the ideological position of governing parties. Second, the rise of individualized risk is generating new provincial/federal political dynamics in the field of pension policy, in which the failure of Canada’s workplace pension systems is impacting the welfare state politics of Canada, pointing to the emergence of a new period of pension politics. This finding leads to the conclusion that in the field of pension policy in Canada, the assertion by risk theorists that globalizing forces are transforming the welfare/citizenship nexus away from a model premised on risk sharing to one in which the state must facilitate the needs of rational, risk taking citizens does not adequately describe recent trends in Canadian pension policymaking.

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)0.002
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.261
Threshold uncertainty score0.857

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0220.007
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.004
GPT teacher head0.198
Teacher spread0.194 · 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
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 routes1
Has abstractyes

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