MétaCan
Menu
Back to cohort
Record W2012161563 · doi:10.7202/022710ar

La localisation des garderies dans l’espace social de l’agglomération de Québec

2005· article· fr· W2012161563 on OpenAlexaffvenueabout
Huhua Cao, Paul Villeneuve

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Les services de garde à l'enfance jouent maintenant un rôle de premier plan dans le fonctionnement de nos sociétés. L'analyse de la localisation des garderies et de leur clientèle par rapport aux milieux sociaux de l'agglomération de Québec permet d'aborder la question des variations dans l'accessibilité aux services de garde. Les grands traits de l'espace socio-résidentiel de l'agglomération sont d'abord définis à l'aide d'une écologie factorielle. Les garderies et leur clientèle sont ensuite localisées dans cet espace. Plus de 100garderies offrent quelque 5000 places aux 25000enfants d'âge préscolaire de l'agglomération. En général, les garderies ont tendance à se localiser dans les zones centrales alors que les enfants d'âge préscolaire habitent très majoritairement les banlieues éloignées. Cette contradiction apparente fait l'objet d'une analyse plus poussée qui montre que le lieu de travail des parents influence grandement le rapport entre la répartition de l'offre de places en garderie et la répartition de la demande, ce qui pourrait avoir des conséquences intéressantes pour les quartiers urbains centraux. Enfin, des relations significatives sont établies entre la localisation des garderies et leur degré de mixité sociale.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.148

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0050.002
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.001

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 head0.011
GPT teacher head0.246
Teacher spread0.235 · 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

Citations8
Published2005
Admission routes3
Has abstractyes

Explore more

Same venueCahiers de géographie du QuébecSame topicSocial Sciences and GovernanceFrench-language works237,207