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Record W2027243996 · doi:10.3406/oss.2005.1022

L’évolution de la composition du mouvement d’immigration au Québec au cours des dernières décennies

2005· article· en· W2027243996 on OpenAlexaboutno aff
Gérard Pinsonneault

Bibliographic record

VenueSanté Société et Solidarité · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationGeographyArabicRefugeePolitical scienceDemographic economicsDemographyEthnologyEconomyHistorySociologyEconomics

Abstract

fetched live from OpenAlex

In Quebec, the statistical indicator considered to provide the most accurate illustration of the immigration movement is one that takes account of the admissions of immigrants as permanent residents. Based on this indicator, the following changes within the movement during the last third of the century (1970-2003) were observed: £ An overall increase in total volume; £ The emergence of two new components: refugees and business people; £ A change in the geographical origin of immigrants: from Western Europe and the United States to North Africa, Eastern Europe and Asia; £ The trend towards the •deconcentration” of the movement on a small number of countries throughout the entire period, which was suddenly reversed in the first years of the 21st century; £ The increased proportion of francophones and allophones in the total volume and the decrease of Anglophones (Francophones and Anglophones are understood here as having a knowledge of French or English as opposed to a mother tongue); £ The emergence of Arabic as the mother tongue most frequently reported by newcomers.

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 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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.800
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.301
Teacher spread0.290 · 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 teacher head, not a consensus.

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

Citations0
Published2005
Admission routes1
Has abstractyes

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