{"id":"W4232344644","doi":"10.1002/9780470012505.tam025","title":"Dynamic Financial Modeling of an Insurance Enterprise","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Portfolio; Business; Actuarial science; Profit (economics); Asset (computer security); Finance; Computer science; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006213289,0.0006145314,0.0005175514,0.0008628655,0.000723827,0.002545956,0.001113104,0.001931293,0.006146289],"category_scores_gemma":[0.001400006,0.0003800912,0.0006475149,0.0008383396,0.001102185,0.001837933,0.001389204,0.001050534,0.0006457849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735971,"about_ca_system_score_gemma":0.001452107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168465,"about_ca_topic_score_gemma":0.005077115,"domain_scores_codex":[0.9995801,0.0001222846,0.00001935314,0.00009173316,0.0001324362,0.00005417627],"domain_scores_gemma":[0.9995373,0.0001797702,0.00007923838,0.00003169981,0.0000952418,0.00007673787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002127381,0.00003202824,0.0007776417,0.00001976563,0.00001561096,0.0001860133,0.0001220843,0.8000082,0.00071305,0.1930571,0.001240018,0.003807037],"study_design_scores_gemma":[0.000007646742,0.000009505702,0.0001601066,0.00000736295,0.000005319584,0.00003349085,0.00002613551,0.9690337,0.00006776004,0.02768861,0.002953672,0.000006686854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1635856,0.001809569,0.6619902,0.00474315,0.0001601439,0.000114373,0.001432081,0.0004911348,0.1656737],"genre_scores_gemma":[0.9334158,0.0009811986,0.02515245,0.0001984998,0.0000770454,0.000185051,0.0004718212,0.00007516961,0.03944292],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0168465,"threshold_uncertainty_score":0.03349692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009656434662679621,"score_gpt":0.2218916112533137,"score_spread":0.2122351765906341,"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."}}