{"id":"W1961537719","doi":"10.7202/1006634ar","title":"Une analyse des déterminants de la mobilité linguistique intergénérationnelle des immigrants allophones au Québec","year":2011,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Political science; Humanities; Immigration; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001395935,0.0003631601,0.0004612254,0.001253925,0.003089548,0.0002778589,0.0006792562,0.000725071,0.000535229],"category_scores_gemma":[0.0009811084,0.0004956959,0.0005829403,0.002562744,0.02217052,0.000414326,0.0000464258,0.0006052576,0.0001014135],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005312896,"about_ca_system_score_gemma":0.007879518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993191,"about_ca_topic_score_gemma":0.9999269,"domain_scores_codex":[0.9965605,0.0009074163,0.0005583728,0.0005653179,0.0002813468,0.001127011],"domain_scores_gemma":[0.9977681,0.0003408323,0.0002545693,0.000452335,0.0002616434,0.0009225286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001010672,0.0005082946,0.2669645,0.0002883325,0.0003592859,0.0005825865,0.669522,0.00001566268,0.0002831244,0.008411334,0.00573188,0.04723187],"study_design_scores_gemma":[0.0008075206,0.0003060907,0.5435123,0.0006211586,0.0007663195,0.0001267662,0.1105309,0.00005837532,0.0004535177,0.03131088,0.3101782,0.001327895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449483,0.02822163,0.0003991756,0.0003261414,0.001041861,0.0002322082,0.00006227901,0.0001048438,0.02466354],"genre_scores_gemma":[0.9733846,0.01186814,0.001706342,0.0003723327,0.0004766323,0.00006149642,0.000006804425,0.00006137789,0.01206234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589911,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225375987124661,"score_gpt":0.2531507227338227,"score_spread":0.2408969628625761,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}