{"id":"W3084391557","doi":"","title":"Immigration, Foreign Qualification Recognition and Regulated Professions, Canadian Public Policy Special Issue","year":2015,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004035143,0.0008640215,0.001399393,0.005933701,0.02154636,0.01828656,0.003795198,0.01795994,0.02578679],"category_scores_gemma":[0.009409047,0.001032547,0.001356215,0.009240593,0.0081009,0.004719117,0.003166078,0.008120541,0.001915922],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.12268,"about_ca_system_score_gemma":0.350727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910393,"about_ca_topic_score_gemma":0.996106,"domain_scores_codex":[0.9952264,0.0002678846,0.000190273,0.0002981421,0.001890736,0.002126507],"domain_scores_gemma":[0.991679,0.002324617,0.0003372009,0.0002626694,0.003584213,0.001812256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002331155,0.00007587133,0.001788977,0.0001986048,0.00001600973,0.0001382771,0.00117503,0.0003049677,0.00009763109,0.07717185,0.9065209,0.01248863],"study_design_scores_gemma":[0.00002356635,0.00001700189,0.0267416,0.0008940927,0.00005060857,0.00008577733,0.005242358,0.0003999669,0.0001247571,0.0113031,0.9550191,0.00009824595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01613471,0.151855,0.0004009811,0.4735533,0.0261564,0.0001440877,0.004398864,0.0001245148,0.3272321],"genre_scores_gemma":[0.164618,0.1231258,0.001113341,0.1092828,0.01877069,0.000264425,0.003277223,0.0002008724,0.5793468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.87732,"threshold_uncertainty_score":0.8901098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068941041873545,"score_gpt":0.3768497391043024,"score_spread":0.2699556349169479,"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."}}