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Record W2059680680 · doi:10.7202/021801ar

De la Mauricie de Blanchard à la Mauricie actuelle : continuité et changements

2005· article· fr· W2059680680 on OpenAlexaffvenue
Normand Brouillette, Laurent Deshaies, Armand Séguin

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsHumanitiesESPACEGeographyPolitical scienceArt

Abstract

fetched live from OpenAlex

Les auteurs examinent dans un premier temps comment la conception blanchardienne de la géographie s'incarne dans l'explication de cet espace régional et soulignent les difficultés de cette approche au plan de l'application. Cependant, grâce aux nombreux liens établis entre les divers éléments du tableau géographique, grâce également à la temporalité qui imprègne son oeuvre, Blanchard montre l'unité d'un espace que l'analyse paysagère avait eu tendance à diviser. Dans un deuxième temps, ils rendent compte des mutations qu'a connues la région depuis 1950 : effondrement des structures industrielles, déplacement du centre de gravité industriel vers le sud alors qu'en même temps, les agglomérations urbaines connaissaient une expansion spatiale soutenue malgré le ralentissement démographique. Enfin, l'espace rural mauricien a évolué vers une plus grande diversité des fonctions et son association à des degrés variables à l'espace forestier a fait place à un renforcement de son intégration au milieu urbain.

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)0.006
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 score0.261
Threshold uncertainty score0.524

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0070.006
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.011
GPT teacher head0.240
Teacher spread0.230 · 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

Citations0
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueCahiers de géographie du Québec→Same topicFrench Urban and Social Studies→French-language works237,207→