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Record W2315896368 · doi:10.7202/022498ar

Anticipation et prise en compte des impacts cumulatifs. À propos du développement touristique en milieu urbain.

2005· article· fr· W2315896368 on OpenAlexaffvenue
François Tremblay, Michel Gariépy

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsUniversité de MontréalUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Pour aborder la problématique du tourisme en milieu urbain, il convient de considérer le milieu d'accueil de façon globale plutôt que sectorielle, d'envisager le tourisme comme un phénomène continu dans le temps et de tenir compte des impacts des projets touristiques au stade même de leur planification. Les auteurs réfléchissent sur ces aspects en fonction du concept d'impact cumulatif et élaborent un cadre de référence dans lequel la détermination des capacités portantes paraît moins indiquée que le recours à un indicateur de changement global apparenté au concept d'effets structurants des spécialistes en infrastructures des transports. Pour surmonter les problèmes conceptuels et méthodologiques liés à ce choix, ils proposent d'analyser les impacts cumulatifs du tourisme en appliquant le concept de congruence aux relations entre le développement touristique et la dynamique urbaine. Ainsi, la prise en compte des impacts cumulatifs du tourisme s'inscrit davantage dans une structure de suivi des impacts que dans un processus d'évaluation a priori.

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)0.002
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.155
Threshold uncertainty score0.309

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.003
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.017
GPT teacher head0.267
Teacher spread0.250 · 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

Citations3
Published2005
Admission routes2
Has abstractyes

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Same venueCahiers de géographie du QuébecSame topicFrench Urban and Social StudiesFrench-language works237,207