{"id":"W3197268457","doi":"10.2307/j.ctv1x67690.7","title":"L’INTÉGRATION SOCIOPROFESSIONNELLE DES PERSONNES IMMIGRANTES RÉCENTES QUALIFIÉES DANS LES GRANDES RÉGIONS DE QUÉBEC ET DE MONTRÉAL","year":2021,"lang":"fr","type":"book-chapter","venue":"Presses de l'Université Laval eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"INT; Computer science; Operating system","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004963034,0.0006621422,0.0007514316,0.0001306629,0.004646929,0.000200085,0.0006230589,0.0007314283,0.0008694014],"category_scores_gemma":[0.0002891023,0.0006982803,0.0007284866,0.00008187617,0.002563735,0.000241046,0.0003584526,0.0007382248,0.00003594333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349387,"about_ca_system_score_gemma":0.001610919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8194756,"about_ca_topic_score_gemma":0.9204655,"domain_scores_codex":[0.9966295,0.0008055427,0.0004286004,0.0006254322,0.0005524343,0.0009584974],"domain_scores_gemma":[0.9976144,0.001002652,0.0003762997,0.0002658948,0.0003708553,0.0003698481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001096575,0.0001570894,0.02987964,0.0003221714,0.0008037456,0.000220109,0.6047201,0.0001016337,0.004659956,0.3399301,0.004584348,0.01451142],"study_design_scores_gemma":[0.001454036,0.0002673275,0.02072919,0.002715377,0.001586705,0.00005190094,0.7686579,0.0002901971,0.003243017,0.05314447,0.1459475,0.001912358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.418936,0.1044973,0.004130567,0.005623551,0.0005631506,0.0007235248,0.0003200004,0.0004259561,0.4647799],"genre_scores_gemma":[0.8327886,0.05059914,0.00150886,0.0002157919,0.0006530951,0.00003002523,0.00006231455,0.00009318285,0.1140489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4138526,"threshold_uncertainty_score":0.9995468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750643428237931,"score_gpt":0.2355266316123895,"score_spread":0.2080201973300102,"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."}}