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Record W1498012512 · doi:10.4000/cybergeo.25817

L’industrie minière et le développement urbain en milieu nordique : l’exemple de Fermont au Québec

2013· article· fr· W1498012512 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCybergeo · 2013
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicRegional resilience and development
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

La carte du Québec affiche une vaste péninsule de plus de 1,6 millions de km2. Toutefois, la partie nord, successivement appelée l’Ungava, le Nouveau-Québec et le Nord-du-Québec, appartient à la Province du Québec depuis seulement 1912. Dans une perspective québécoise, le processus d’appropriation de ces vastes espaces peuplés d’Inuit et d’Autochtones s’est réalisé tardivement. Par ailleurs, les cycles économiques liés à l’industrie minière ont marqué en profondeur le développement des espaces nordiques. Ainsi, des phases de stagnation et de déclin succèdent aux périodes d’investissements massifs, avec la mise en place d’infrastructures colossales et d’établissements humains. La ville de Fermont est l’un de ces établissements soumis aux ruptures évolutives. Son plan urbain original, qui a été conçu par l’architecte-urbaniste Norbert Schoenauer en 1972, illustre une volonté d’adaptation aux climats froids. L’objectif de cet article est de proposer un bilan de cette ville de front pionnier quarante ans après sa naissance. Il interroge la résilience des collectivités nordiques au moment où le Gouvernement du Québec fait à nouveau la promotion du développement du Nord de la province.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.322
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0020.005

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 head0.235
Teacher spread0.208 · 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