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Record W2169673474 · doi:10.7202/039993ar

Nouvelles perspectives démographiques, mêmes défis budgétaires

2010· article· fr· W2169673474 on OpenAlexaffvenueabout
Luc Godbout, Suzie St‐Cerny, Pier-André Bouchard St-Amant, Pierre Fortin, Matthieu Arseneau

Bibliographic record

VenueCahiers québécois de démographie · 2010
Typearticle
Languagefr
FieldHealth Professions
TopicGlobal Health Care Issues
Canadian institutionsUniversité du Québec à MontréalUniversité de Sherbrooke
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

L’Institut de la statistique du Québec (ISQ) a publié en juillet 2009 de nouvelles projections démographiques de la population québécoise. Or, sur la base des précédentes perspectives démographiques, nous avons, en 2007, tracé l’évolution des finances publiques du Québec d’ici 2051 en obtenant comme principal résultat que le rapide vieillissement de la population québécoise conduirait le gouvernement du Québec à l’impasse financière. Après avoir exposé les principaux changements découlant des nouvelles perspectives démographiques, la présente note de recherche mesure si ces nouvelles perspectives modifient sensiblement les résultats obtenus lors de la projection des finances publiques de 2007. Notre réponse à cette question est négative. Les nouvelles perspectives démographiques ne changent en rien nos perspectives budgétaires, laissant présager d’importantes difficultés financières.

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)0.011
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.067
Threshold uncertainty score0.480

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.023
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.010
Science and technology studies0.0070.006
Scholarly communication0.0090.006
Open science0.0020.002
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0110.001

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 head0.334
Teacher spread0.323 · 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 designObservational
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

Citations1
Published2010
Admission routes3
Has abstractyes

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