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Record W2099221463 · doi:10.7202/021352ar

Nord et développement

2005· article· fr· W2099221463 on OpenAlexvenueno aff
Louis‐Edmond Hamelin

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyPhilosophy

Abstract

fetched live from OpenAlex

À l'intérieur du Monde nordique, où vit une population de onze millions d'habitants, les problèmes de développement prennent une coloration particulière. La présente conjoncture développementale tient à la présence du pétrole et à l'hydroélectricité, de même qu'aux réclamations aréales et aux préoccupations écologiques. Une littérature abondante traite de ces sujets, notamment en ce qui concerne le complexe territorial de production. Deux aspects sont considérés ici : l'espace et les structures mentales. Au sujet des problèmes spatiaux, la théorie heartland-hinterland semble être insuffisante dans le Nord, étant donné les 4 types d'écoumènes. Quant à l'aspect perceptif, le développement empirique des grandes affaires a improvisé sa nordicité suivant le principe de la préséance des intérêts de l'entité englobante. Deux difficultés découlent de cette attitude : la rencontre des pouvoirs d'en haut et d'en bas, de même que l'incidence du Nord dans les affaires nationales. Pourra-t-on éviter de reconnaître la pluralité des systèmes ?

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.465
Threshold uncertainty score0.936

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0060.006
Scholarly communication0.0070.003
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0150.001

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 head0.021
GPT teacher head0.253
Teacher spread0.232 · 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 designNot applicable
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

Citations2
Published2005
Admission routes1
Has abstractyes

Explore more

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