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Record W2059191570 · doi:10.4000/echogeo.14020

La pauvreté urbaine à Mexico : une approche de la diversité des colonies populaires

2014· article· fr· W2059191570 on OpenAlexaff
Antonine Ribardière, Jean-François Valette

Bibliographic record

VenueEchoGéo · 2014
Typearticle
Languagefr
FieldSocial Sciences
TopicLatin American Urban Studies
Canadian institutionsMusée de la Civilisation
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyArt

Abstract

fetched live from OpenAlex

Au Mexique, la pauvreté urbaine a été largement abordée à travers la notion de marginalidad, théorisée en écho au développement des colonies populaires, principale modalité d’expansion physique de la ville depuis les années 1940. Cette notion a ainsi permis de saisir conjointement les formes sociales et spatiales de la pauvreté. Aujourd’hui, le lien entre colonie populaire et pauvreté demande à être revisité. À partir du recensement de la population de 2010, nous proposons une image actualisée des formes socio-spatiales de la pauvreté dans la ville de Mexico, pour ensuite interroger la spécificité des formes de peuplement relevant des colonies populaires. La forte diversité mise en évidence renvoie aux trajectoires de consolidation et à la dimension politique du processus de régularisation, caractéristiques de ce mode de peuplement.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.232
Threshold uncertainty score0.461

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0030.002
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
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 head0.013
GPT teacher head0.275
Teacher spread0.261 · 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 designQualitative
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

Citations10
Published2014
Admission routes1
Has abstractyes

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Same venueEchoGéoSame topicLatin American Urban StudiesFrench-language works237,207