MétaCan
Menu
Back to cohort
Record W1529918288 · doi:10.7202/010189ar

Retraite anticipée ou extension de la vie professionnelle? Les aspirations des professionnels syndiqués de 50 ans et plus

2004· article· fr· W1529918288 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCahiers québécois de démographie · 2004
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

"Two opposing retirement options--early retirement or prolonged working life--are being presented in the burgeoning literature related to the ineluctable ageing of the work force. Both are allegedly proposed for economic reasons and claim to meet the expectations and needs of ageing workers. But what in reality are the retirement goals of older workers and which factors, individual and organizational, affect the decision to retire? In tackling this question, the article draws on a survey conducted among workers from 15 unions, mostly affiliated with the Quebec Council of Managers and Professionals. Based on data from 1,319 respondents, the findings indicate that the majority of professionals would prefer to retire earlier, that 60 is much more considered a normal retirement age than 65, and that only 8% of the respondents wish to continue working after 65--and this mostly out of economic necessity, not choice. The factors that underlie this preference for early retirement are then identified and discussed." (SUMMARY IN ENG AND SPA)

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.

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)0.014
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesScience and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.374
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0060.003
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0040.007
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 head0.083
GPT teacher head0.413
Teacher spread0.330 · 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