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Record W4221013050 · doi:10.3389/fpos.2022.745777

Differentiated Profiles of Elected Officials in Montreal: A Specific Party Identity Around Mobility, Urban Planning, and Environment?

2022· article· en· W4221013050 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueFrontiers in Political Science · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsInstitut National de la Recherche Scientifique
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPoliticsPublic administrationPolitical machinePolitical scienceCity managementSociologyPublic relationsLaw

Abstract

fetched live from OpenAlex

In Quebec, in 2004, a new municipal political party was created in Montreal: the Projet Montréal party. Several aspects distinguish this party from other municipal political parties. Among these—the supposedly particular composition of the party's team and its activists, which brings together academics, environmental activists and experts in urban planning and transportation—attracts attention. The objective of this paper is to verify the specificity of the profiles of elected officials of the Projet Montréal political party by comparing them with those of other elected officials affiliated with municipal political parties between 2009 and 2017. Based on an extensive documentary survey of the 103 elected officials of the City of Montréal during the last three municipal elections, we will present how the profiles of elected officials differed depending on whether or not they belonged to Projet Montréal. More specifically, we will show that the profiles of Projet Montréal officials are more pronounced in the area of “mobility, urban planning, and environment” understood as one broad entity, whereas those of the other parties are stronger in the fields of administration and commerce. That said, the characteristics of the Projet Montréal team did shift over the course of the elections, insofar as officials with an education in the respective mentioned fields have made way for participants with more of an activist and volunteer profile. This research thus offers a first different and longitudinal look at the evolution of a municipal political party, the project it carries and the way in which the elected officials who compose it contribute to the identity of the party. By doing so, this study also shed light on municipal democracy and the conditions of entry into political office in that context.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.075
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
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 head0.027
GPT teacher head0.272
Teacher spread0.245 · 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