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Record W4248775200 · doi:10.4000/gc.7721

Multiculturalisme/ mondialisation

2006· paratext· fr· W4248775200 on OpenAlexaboutno aff

Bibliographic record

VenueGéographie et cultures · 2006
Typeparatext
Languagefr
FieldSocial Sciences
TopicHistorical Geography and Geographical Thought
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Le multiculturalisme est un courant philosophique qui a d'abord été pensé dans deux pays d'Amérique du Nord (Canada, États-Unis) suite au constat de la faible pertinence de la théorie de l'assimilation qui avait pourtant fait ses preuves au cours de la première mondialisation (1870-1914) ainsi que durant la période de l'entre-deux-guerres. Quels sont les fondements théoriques du multiculturalisme ? Doit-on pour autant parler d'un modèle multiculturel ? Ne convient-il pas plutôt d'évoquer la diversité de son ancrage ou de ses manifestations (art culinaire, fête, représentation politique, université) ? L'intensification des flux de communication et d'échanges qui caractérisent la mondialisation contemporaine n'est-elle pas propice au rayonnement de ce courant en dépit des critiques qui sont formulées à son égard ? Un questionnement auquel se propose de répondre ce numéro de Géographie et cultures tout en soulignant la contribution potentielle de la géographie culturelle à cette phase historique inédite.

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)0.002
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: Commentary · Consensus signal: none
Teacher disagreement score0.036
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.020
Scholarly communication0.0060.004
Open science0.0010.004
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 head0.022
GPT teacher head0.319
Teacher spread0.297 · 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
GenreCommentary

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

Citations1
Published2006
Admission routes1
Has abstractyes

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