{"id":"W3124141755","doi":"10.2139/ssrn.3241297","title":"Index Insurance Design","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Index (typography); Actuarial science; Statistics; Business; Mathematics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002234919,0.0001467393,0.000253002,0.0002097542,0.000313526,0.00007724224,0.0003652525,0.00008079983,0.0001168842],"category_scores_gemma":[0.00007377165,0.0001592779,0.0001069694,0.0003107793,0.00008265008,0.000311526,0.00003633462,0.0008329764,0.001734221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235356,"about_ca_system_score_gemma":0.0002549395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037185,"about_ca_topic_score_gemma":0.0001768119,"domain_scores_codex":[0.9973468,0.00002054585,0.0004700278,0.0002636757,0.00005740496,0.001841606],"domain_scores_gemma":[0.9993306,0.00001491601,0.0003132825,0.0002237138,0.00006200338,0.00005546534],"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":[0.0000633584,0.0000488853,0.05889162,0.000002557276,0.000071789,0.00000300806,0.0001495655,0.0000363324,0.000005664546,0.9186478,0.0005910052,0.02148838],"study_design_scores_gemma":[0.0006427005,0.0004012539,0.04715147,0.000008786129,0.000003088405,0.00004656874,0.0001144497,0.0003221028,0.00003377058,0.8990306,0.05199924,0.0002459785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1775881,0.007567383,0.7735595,0.0007522876,0.001289791,0.0002474116,0.00001092537,0.00005789999,0.03892671],"genre_scores_gemma":[0.990134,0.005214734,0.0003165291,0.0003326872,0.0008259816,0.000008446174,7.908104e-7,0.00002602159,0.003140784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8125459,"threshold_uncertainty_score":0.999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906149922466689,"score_gpt":0.2142873697463004,"score_spread":0.1952258705216335,"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."}}