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Record W4402850192 · doi:10.3917/pp.059.0209

Transnationalisme et qualification : les effets du racisme et de la discrimination structurels sur les parcours de migrants issus de groupes racisés en Suisse, au Canada et au Québec

2024· article· fr· W4402850192 on OpenAlexaboutno aff
Ibrahima Guissé, Myrlande Pierre

Bibliographic record

VenuePensée plurielle · 2024
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Les liens entre inégalités et les migrations sont complexes et les facteurs structurels et systémiques qui ont un impact sur la vie des personnes migrantes sont insuffisamment documentés. Ce sont en effet ces quelques impensées des politiques publiques migratoires que tente de décrire cet article qui analyse les paradoxes et les limites des politiques migratoires en rapport avec ces nouvelles donnes de la mondialité. De ce point de vue, la Suisse, le Canada et le Québec ressortent comme deux lieux emblématiques où se développent des parcours, des carrières de personnes labellisées « migrants qualifiés », qui du reste paradoxalement font l’expérience de la concrétude du monde, de sa rugosité, notamment en termes d’expérience du passage des frontières, au triple sens du mot, c’est-à-dire temporel, spatial et social. Keywords: migration policy, migrant, racialized minority, transnationalism, systemic discrimination, integration

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)0.010
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.662
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.062
GPT teacher head0.396
Teacher spread0.334 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

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