{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000664315,0.0003118692,0.0002856734,0.001466105,0.004627209,0.002519789,0.0008551351,0.000643195,0.006929261],"category_scores_gemma":[0.00131158,0.0002829671,0.0003849356,0.003024578,0.001925313,0.001069484,0.001274796,0.0009331039,0.0003556793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02714574,"about_ca_system_score_gemma":0.02207048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902508,"about_ca_topic_score_gemma":0.9957207,"domain_scores_codex":[0.9993947,0.000108006,0.00001438024,0.00007025585,0.0001152092,0.0002973942],"domain_scores_gemma":[0.9992298,0.0001034907,0.0001125008,0.00002573476,0.0002809031,0.0002476445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764286,0.000149525,0.5384166,0.0002141861,0.0001619058,0.001144788,0.2389471,0.0008089309,0.002559847,0.03052986,0.02853802,0.1582528],"study_design_scores_gemma":[0.000005488952,0.00004236414,0.9079956,0.0001122284,0.00002400746,0.0001797773,0.04684639,0.0002062372,0.0001559887,0.0003123657,0.04408871,0.00003085692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488878,0.009392711,0.0004220929,0.005594917,0.0001070417,0.00002579438,0.001587295,0.00002350301,0.03395893],"genre_scores_gemma":[0.9520786,0.00394584,0.0004359631,0.0003666687,0.00003766784,0.00003982746,0.0006289782,0.00001820345,0.0424482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714574,"threshold_uncertainty_score":0.1969571,"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."}}