{"id":"W7095721540","doi":"","title":"Structure, Principles and Effectiveness of Insurance Regulation in the 21st Century: Insights from Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solvency; Ex-ante; Financial crisis; Investment (military); Financial regulation; Risk management; Prudential regulation; Financial risk; Financial services","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":[],"consensus_categories":[],"category_scores_codex":[0.00008837866,0.00005083911,0.0001322452,0.0000240869,0.0000156999,0.000002673096,0.00002744037,0.00002892199,0.00001067383],"category_scores_gemma":[0.00006315942,0.00002245608,0.00001024679,0.00005546436,0.00002865818,0.00003132431,0.000006499654,0.00003518106,1.032362e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400791,"about_ca_system_score_gemma":0.00009320856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1966061,"about_ca_topic_score_gemma":0.3166976,"domain_scores_codex":[0.9995319,0.00008801012,0.0001020846,0.00009536861,0.0001234848,0.00005914078],"domain_scores_gemma":[0.9993091,0.000475126,0.00003091019,0.0001348211,0.00002839191,0.00002162853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001698566,0.0000159436,0.9348943,0.00006379306,0.00002015932,0.000008740254,0.0001810667,0.000002032657,0.05301961,0.004324558,0.00002845084,0.007271451],"study_design_scores_gemma":[0.0005794198,0.00001164848,0.9755787,0.0002304844,0.000004703081,0.000001446772,0.0000627375,0.000006266903,0.02226166,0.0003934636,0.0008359199,0.00003357759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979603,0.0003666694,0.000008472465,0.0001621373,0.00008338889,0.0001181805,0.00001179294,0.000005282423,0.001283758],"genre_scores_gemma":[0.99979,0.00005808381,0.0000211355,0.00004768918,0.00004895248,0.000002155089,0.000004871436,0.000003388113,0.00002378062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200914,"threshold_uncertainty_score":0.8087437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009374704761242502,"score_gpt":0.2067478062250527,"score_spread":0.1973731014638102,"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."}}