{"id":"W2561682833","doi":"10.2139/ssrn.2888702","title":"On a Class of Premium Calculation Principles Based on the Multivariate Weighted Distribution","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Analysis of environmental and stochastic processes","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Multivariate statistics; Class (philosophy); Econometrics; Mathematics; Distribution (mathematics); Multivariate normal distribution; Normal-Wishart distribution; Statistics; Economics; Computer science; Artificial intelligence; Mathematical analysis","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":[0.005567802,0.00115493,0.001285597,0.002014796,0.00101953,0.003072227,0.003481012,0.001988619,0.009731959],"category_scores_gemma":[0.01953779,0.0006963946,0.002090792,0.0022517,0.002268888,0.006325875,0.003420294,0.005471205,0.001907326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212535,"about_ca_system_score_gemma":0.001441668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173833,"about_ca_topic_score_gemma":0.001735709,"domain_scores_codex":[0.9975443,0.0008437763,0.0001111071,0.0003944353,0.0009436001,0.0001627857],"domain_scores_gemma":[0.994233,0.003761968,0.0002566955,0.0008235333,0.0007221573,0.0002026464],"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":[0.00001207217,0.00003891604,0.0002742469,0.00003253517,0.00002257604,0.0000498461,0.00007246336,0.01278643,0.000687118,0.9592928,0.002459899,0.02427114],"study_design_scores_gemma":[0.00001000166,0.00002280677,0.0002559249,0.00002281625,0.00001680401,0.0001025226,0.00001138141,0.2147312,0.0003571712,0.780626,0.003823009,0.00002025576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001702305,0.00009616863,0.9947321,0.0002243566,0.00006382126,0.00001788412,0.0000228519,0.00006744295,0.003072964],"genre_scores_gemma":[0.2246074,0.001473296,0.7449213,0.00114777,0.001458082,0.0002917661,0.0002886186,0.001008188,0.02480367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009731959,"threshold_uncertainty_score":0.03255659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006967362371777876,"score_gpt":0.2075733405464378,"score_spread":0.2006059781746599,"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."}}