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Record W597457674 · doi:10.4000/books.pum.23919

La démographie québécoise

2003· book· fr· W597457674 on OpenAlexaboutno aff
Céline Le Bourdais, Victor Piché

Bibliographic record

VenuePresses de l’Université de Montréal eBooks · 2003
Typebook
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesGeographyArt

Abstract

fetched live from OpenAlex

Cet ouvrage constitue une véritable synthèse des transformations majeures que le Québec a connues au cours du xxe siècle. On emploie volontiers le terme de révolution démographique pour désigner les nombreuses modifications de comportements à la base de la reproduction démographique et sociale. À l'instar de la majorité des sociétés occidentales, le Québec a clairement complété une série de transitions ; d'abord avec la baisse de la mortalité puis celle de la fécondité, ensuite avec la transformation des modes de constitution des familles et le renversement de la pyramide des âges. Les générations du baby-boom qui ont d'abord contribué à rajeunir la population québécoise contribuent désormais à son vieillissement accéléré. L'accroissement de la participation des femmes au monde du travail et la tertiarisation de l'économie posent l'épineuse question des rapports des individus au travail et à la famille. Au tournant du xxie siècle, le Québec, marqué par une immigration accrue et de plus en plus diversifiée, devra choisir son modèle d'intégration.

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)0.000
metaresearch head score (Gemma)0.001
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: none
Teacher disagreement score0.046
Threshold uncertainty score0.333

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.007
Science and technology studies0.0050.003
Scholarly communication0.0030.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0230.001

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 head0.012
GPT teacher head0.185
Teacher spread0.173 · 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

Citations8
Published2003
Admission routes1
Has abstractyes

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Same venuePresses de l’Université de Montréal eBooksSame topicFrench Urban and Social StudiesFrench-language works237,207