MétaCan
Menu
Back to cohort
Record W2005625485 · doi:10.7202/1019106ar

Facteurs influençant la constitution de liens entre compatriotes immigrants issus de pays ayant connu de violents conflits internes

2013· article· fr· W2005625485 on OpenAlexaffvenue
Stéphanie Arsenault, Anaïs Nadeau-Cossette

Bibliographic record

VenueService social · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicMulticulturalism, Politics, Migration, Gender
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Cet article présente un état des lieux des facteurs influençant la formation de liens entre compatriotes immigrants et réfugiés issus de pays en conflits internes. Nous y évoquons les allégeances politiques et idéologiques, les identités claniques, ethniques ou religieuses, le fait même de se trouver en exil, l’existence de préjugés ou de stéréotypes à l’endroit des immigrants, la taille et la concentration territoriale de la population immigrante concernée ainsi que d’autres facteurs d’ordre personnel comme l’âge des immigrants, leur niveau de scolarité, leur origine urbaine ou rurale, leur situation économique et leur classe sociale ainsi que leur statut migratoire. L’influence de plusieurs de ces facteurs interreliés est généralement en cause et la majorité de ceux-ci ont une influence potentiellement multidirectionnelle. Nous avons cependant constaté des résultats de nature contradictoire, ce qui suggère la nécessité de poursuivre et de raffiner l’étude de ces phénomènes.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.414
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.063
GPT teacher head0.366
Teacher spread0.303 · 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 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
Published2013
Admission routes2
Has abstractyes

Explore more

Same venueService socialSame topicMulticulturalism, Politics, Migration, GenderFrench-language works237,207