{"id":"W2421455841","doi":"","title":"Socio-Professional Integration of Recent Immigrants in Quebec: The Role of Information and Social Networks","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Population; Social capital; Public relations; Social integration; Quality (philosophy); Political science; Sociology; Social science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013484,0.0002418837,0.0002363261,0.001180268,0.006728003,0.004233231,0.0008655921,0.0007219734,0.004214395],"category_scores_gemma":[0.002636567,0.0001261478,0.0002431978,0.001830545,0.00197386,0.001345517,0.002269144,0.0008901462,0.0002009375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02151963,"about_ca_system_score_gemma":0.01520818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9593837,"about_ca_topic_score_gemma":0.9712912,"domain_scores_codex":[0.9991954,0.000214778,0.00002245638,0.00007180603,0.0001577394,0.000337764],"domain_scores_gemma":[0.9981755,0.0003307816,0.0004159948,0.00003708018,0.000442752,0.000597854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349121,0.0002132676,0.681162,0.0001501865,0.00005693633,0.00154218,0.2619112,0.0003328717,0.0006656199,0.004719389,0.002718813,0.0463925],"study_design_scores_gemma":[0.00000556183,0.00006375129,0.6682111,0.0002242066,0.00003645884,0.0002169009,0.319369,0.0006069184,0.0001002984,0.0002774509,0.01085536,0.00003295239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910204,0.0006217451,0.00007415577,0.001911644,0.00001189339,0.00001499689,0.0001106737,0.000002719198,0.006231708],"genre_scores_gemma":[0.9971602,0.0005336436,0.00005867068,0.0001385582,0.000006026441,0.000006065216,0.00008256331,0.000001966814,0.002012361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04061633,"threshold_uncertainty_score":0.1561366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243838363678173,"score_gpt":0.3893023158574909,"score_spread":0.3668639322207092,"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."}}