{"id":"W2152281431","doi":"10.4236/ti.2010.11008","title":"Hybrid Decision Models in Non-Proportional Reinsurance","year":2010,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinsurance; Deductible; Actuarial science; Equity (law); Shareholder; Business; Decision model; Economics; Risk analysis (engineering); Finance; Mathematical economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003099079,0.0001121369,0.0002279363,0.0005389416,0.00008188418,0.00001457192,0.0001622472,0.0001370706,0.00004940672],"category_scores_gemma":[0.00004106071,0.0001226888,0.00002930629,0.0002575059,0.0001552385,0.0001875981,0.00008673769,0.0002950155,0.0001444154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002913436,"about_ca_system_score_gemma":0.000009582199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005097922,"about_ca_topic_score_gemma":0.00004547669,"domain_scores_codex":[0.9990017,0.000001844683,0.0003912743,0.0003463733,0.0000300202,0.0002288083],"domain_scores_gemma":[0.9995375,0.000008909255,0.000124472,0.0002818635,0.00001483568,0.00003239872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001119561,0.00006190284,0.03030634,0.000005743016,0.0000051263,0.0000126307,0.00002941618,0.00004136476,0.00006234311,0.9617855,0.0002974713,0.007380954],"study_design_scores_gemma":[0.0004484793,0.00004886692,0.06971829,0.00001184883,0.000001023337,0.000006519781,0.000009622882,0.003497719,0.0003054744,0.9095904,0.016224,0.0001378116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971673,0.0007284813,0.003226355,0.0007939058,0.0003344743,0.0002252218,0.000017203,0.00004656312,0.02295487],"genre_scores_gemma":[0.9950292,0.0002977866,0.003704098,0.0005772893,0.00002744195,0.00007801704,0.000004835464,0.000009614205,0.0002717292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05219516,"threshold_uncertainty_score":0.5003102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285443065884378,"score_gpt":0.2089894418815122,"score_spread":0.1961350112226684,"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."}}