{"id":"W2791580419","doi":"","title":"\" Les objectifs culturels de la formation linguistique pour immigrants au Québec : Perception et Réception \"","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02110751,0.0006127688,0.0005937475,0.0002810087,0.002004149,0.000555546,0.001360108,0.001242485,0.000591533],"category_scores_gemma":[0.0138346,0.0006847345,0.0004954992,0.000721187,0.00126652,0.0005246961,0.0005604335,0.002061092,0.0002289905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399492,"about_ca_system_score_gemma":0.002986295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.71097,"about_ca_topic_score_gemma":0.5363575,"domain_scores_codex":[0.9457894,0.05068716,0.000902911,0.0009773892,0.000856143,0.0007869897],"domain_scores_gemma":[0.9901429,0.004527981,0.001190178,0.001388104,0.002370893,0.0003798803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000228739,0.0007291007,0.01315035,0.0002379487,0.00008955936,0.0000177043,0.6110593,0.00104599,0.01179456,0.07705554,0.001495923,0.2833011],"study_design_scores_gemma":[0.002107977,0.000005630993,0.4072198,0.008299523,0.0003976149,0.0002796229,0.02514774,0.03996871,0.01968207,0.01048459,0.4835114,0.002895302],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4361922,0.001438327,0.3351884,0.01851002,0.0005473103,0.0007129837,0.00004708452,0.0004844072,0.2068793],"genre_scores_gemma":[0.7998425,0.004277536,0.1446976,0.0001951311,0.0002627939,0.0001194281,0.0004437554,0.00008039899,0.05008087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5859116,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383799851928281,"score_gpt":0.3188165680247211,"score_spread":0.2949785695054383,"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."}}