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Record W3150234331

Las transformaciones de las metrópolis de las Américas

2013· article· es· W3150234331 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.

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

VenueBooks · 2013
Typearticle
Languagees
FieldSocial Sciences
TopicLatin American Urban Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyArt
DOInot available

Abstract

fetched live from OpenAlex

Este libro, que se terminó de compilar a finales de 2011, es el resultado de una amplia colaboración que se extendió a treinta y ocho investigadores provenientes de siete países: diez y seis de Canadá, nueve de Brasil, seis de Argentina, tres de México, dos de Francia, uno de Colombia y uno de Italia. Los textos aquí reunidos tratan de once metrópolis diferentes, a saber: cinco brasileñas (Belo Horizonte, Curitiba, Rio de Janeiro, São Paulo y Santos), tres zonas de la metrópoli argentina de Buenos Aires (Zárate, Campana, Tigre), dos metrópolis de Estados Unidos (San Francisco-Oakland y Seattle), la metrópoli de México, Bogotá en Colombia y, finalmente, la metrópoli canadiense en Quebec de Montréal. La principal cuestión que subyace a este libro es si teniendo en cuenta las mutaciones sufridas por las metrópolis canado-estadounidenses y latinoamericanas, ¿están en proceso de convergencia o, por el contrario, siguen unas y otras sus propias vías? Las respuestas a este interrogante diferirán de un lector a otro, pero es probable que todos reconocerán que las metrópolis de América están sin duda alguna en un proceso de cambio, tanto en el Norte como en el Sur.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.719
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.020
GPT teacher head0.307
Teacher spread0.287 · 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