{"id":"W1600236236","doi":"10.1002/9780470391341.ch8","title":"Frequency and Severity with Coverage Modifications","year":2008,"lang":"en","type":"other","venue":"Wiley series in probability and statistics","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Inflation (cosmology); Economics; Physics; Theoretical physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002329032,0.0002206792,0.0006902936,0.0001285611,0.0001104744,0.00006898212,0.000118059,0.0002611721,0.0002894252],"category_scores_gemma":[0.0001100416,0.000284758,0.00002265589,0.00009183645,0.0008171778,0.000137933,0.00004902084,0.0001996961,0.00002851465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009996848,"about_ca_system_score_gemma":0.00005599361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004230098,"about_ca_topic_score_gemma":0.009584065,"domain_scores_codex":[0.9985083,0.00003014269,0.0006018416,0.0005876033,0.0000310533,0.000241066],"domain_scores_gemma":[0.9990504,0.00005846106,0.0003882783,0.0003887355,0.00002095548,0.00009312583],"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":[0.00001907156,0.00008047122,0.1089364,0.0004197225,0.00005142572,0.00001012312,0.0006250598,0.000006644299,8.514126e-8,0.8722306,0.01689158,0.0007287936],"study_design_scores_gemma":[0.0005590368,0.0001277039,0.01770592,0.0001690902,0.0000112065,0.00003121816,0.00004794271,0.0001875059,3.477892e-7,0.8328868,0.1476635,0.0006097945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006217645,0.01265571,0.03118416,0.0002924924,0.0008092877,0.001938099,0.0233896,0.0001553794,0.9233576],"genre_scores_gemma":[0.3228529,0.2126586,0.2206513,0.0007662183,0.001298908,0.0009021031,0.001756053,0.001397887,0.237716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6856416,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312083837520728,"score_gpt":0.2040135869665028,"score_spread":0.1808927485912955,"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."}}