{"id":"W2164909696","doi":"10.1155/2009/943926","title":"When Inflation Causes No Increase in Claim Amounts","year":2009,"lang":"en","type":"article","venue":"Journal of Probability and Statistics","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Wisconsin-Milwaukee","keywords":"Deductible; Inflation (cosmology); Economics; Econometrics; Inflation rate; Distribution (mathematics); Mathematics; Monetary economics; Actuarial science; Interest rate","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":[0.004390702,0.0003059151,0.00118721,0.0006398384,0.0004428595,0.001732489,0.0005411898,0.001767339,0.003721247],"category_scores_gemma":[0.04435784,0.0002860572,0.0003864036,0.0008430901,0.001071982,0.001994285,0.0009219298,0.001549451,0.0009472747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876345,"about_ca_system_score_gemma":0.0005380705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006661958,"about_ca_topic_score_gemma":0.000516353,"domain_scores_codex":[0.9940516,0.001235513,0.0007405951,0.00122947,0.001823537,0.0009192128],"domain_scores_gemma":[0.9789837,0.01112608,0.006338347,0.001974976,0.001177191,0.0003997528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004289516,0.0009442538,0.3934033,0.001115427,0.0004992204,0.008177059,0.002430849,0.04318924,0.02631548,0.2368602,0.01795168,0.2648237],"study_design_scores_gemma":[0.0002500099,0.001310681,0.4414196,0.0001956067,0.0002888454,0.01374075,0.001809981,0.156527,0.01823448,0.3313097,0.03466258,0.0002507716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819785,0.001567232,0.06580852,0.004562266,0.0006949394,0.0001710975,0.001649999,0.0004947797,0.04307273],"genre_scores_gemma":[0.9940373,0.000205392,0.002226317,0.0002640497,0.0002141472,0.00004947096,0.0003212643,0.000022375,0.002659749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004390702,"threshold_uncertainty_score":0.02322054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554711913564948,"score_gpt":0.3505270464062171,"score_spread":0.2950558550497223,"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."}}