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Record W4200216725 · doi:10.17271/2318847297320213013

Two Interviews, Images of the Mobility Paths

2021· article· en· W4200216725 on OpenAlexaboutno aff
María Isabel Imbronito, Biagio Antonio Barletta

Bibliographic record

VenueRevista Nacional de Gerenciamento de Cidades · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicUrban Planning and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPresentation (obstetrics)Value (mathematics)SociologyGeographyComputer scienceMedicine

Abstract

fetched live from OpenAlex

This document compares two videos that date from the same year (1969) and provide a basis for discussion about two different paradigms of urban thinking present in the 1960’s: an interview with Jane Jacobs on the show "The way it is", on Canadian broadcaster CBC, in which she disputes the plans to build Spadina Expressway in Toronto, and a presentation by the then Mayor of São Paulo, Paulo Salim Maluf, on the plans to build Elevado Presidente Costa e Silva (currently named Elevado João Goulart, nicknamed Minhocão [the Big Worm]), an elevated expressway in São Paulo. By confronting the videos, the antagonism of the discourses regarding the role of road infrastructure, the value given to the urban environment, and the idea of quality of urban life becomes clear. The materials are also an illustration of two different outcomes: the halting of the Spadina Expressway works in Toronto and the completion of the Minhocão works in São Paulo.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.529
Threshold uncertainty score0.339

Codex and Gemma teacher scores by category

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

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 head0.024
GPT teacher head0.310
Teacher spread0.286 · 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 teacher head, 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

Citations0
Published2021
Admission routes1
Has abstractyes

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