{"id":"W2798206456","doi":"","title":"Intact Insurance ranks highest in customer satisfaction among auto insurance companies in Quebec","year":2017,"lang":"en","type":"article","venue":"","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Customer satisfaction; Actuarial science; Marketing","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":[0.0005274963,0.0001960039,0.0003607818,0.001159047,0.002577883,0.0018664,0.0005826123,0.0003718483,0.007113664],"category_scores_gemma":[0.001783693,0.000146123,0.0003981222,0.002249615,0.000550762,0.0004784106,0.0004953454,0.000642529,0.0005234857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01898656,"about_ca_system_score_gemma":0.0153449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926392,"about_ca_topic_score_gemma":0.996685,"domain_scores_codex":[0.9993795,0.00004133801,0.00002029468,0.00005259232,0.0001784666,0.0003277548],"domain_scores_gemma":[0.9970098,0.0001432483,0.0002759363,0.00004187054,0.001435549,0.001093615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008389819,0.00005715639,0.9697083,0.00002113591,0.0000545925,0.0001190491,0.0009567686,0.0002204936,0.0003280208,0.000298087,0.01055058,0.01760191],"study_design_scores_gemma":[0.000004747041,0.00001467721,0.9950027,0.00002087987,0.00000758034,0.00003169821,0.001725713,0.0003820072,0.00006294402,0.00001816928,0.002720466,0.000008279436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801555,0.0007604143,0.0002078568,0.001570455,0.00002930726,0.00002610527,0.004023397,0.00004741607,0.01317954],"genre_scores_gemma":[0.9947943,0.0001832885,0.00009823778,0.0001699097,0.000006160412,0.000006382047,0.001045987,0.000007946857,0.003687727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898656,"threshold_uncertainty_score":0.1377578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289577650625014,"score_gpt":0.2328383226158164,"score_spread":0.2099425461095663,"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."}}