{"id":"W7095306171","doi":"","title":"A Methodology for Pricing and Reserving for Claim Expenses in Workers Compensation","year":2013,"lang":"en","type":"article","venue":"","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deductible; Compensation (psychology); Workers' compensation; Indemnity; Compensation of employees; Remainder; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038109,0.001290166,0.001327473,0.004100659,0.00166725,0.004048833,0.003615201,0.002212006,0.006601757],"category_scores_gemma":[0.03100136,0.001126359,0.002532365,0.003374893,0.001692733,0.004357559,0.002149873,0.003197405,0.002073931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355324,"about_ca_system_score_gemma":0.003302458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741863,"about_ca_topic_score_gemma":0.003359983,"domain_scores_codex":[0.9918841,0.002592684,0.000742693,0.001219849,0.003224681,0.0003359677],"domain_scores_gemma":[0.9881325,0.005999164,0.001329264,0.00208573,0.002201191,0.0002520221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009968099,0.0001974124,0.004506647,0.0002415892,0.0001433741,0.0004553514,0.0005716871,0.1093977,0.006853608,0.503294,0.007838002,0.3664009],"study_design_scores_gemma":[0.00005156138,0.0001805354,0.002984437,0.0001135048,0.00008035335,0.0008983922,0.0001635061,0.6596048,0.005460826,0.2958641,0.03442922,0.0001686375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00102889,0.00007572101,0.9975606,0.00007593766,0.00004012269,0.0001060999,0.00004734728,0.0001683015,0.0008969914],"genre_scores_gemma":[0.02833704,0.0002053572,0.9672519,0.00005919089,0.0001629799,0.0003197346,0.0001538299,0.0001709732,0.003339032],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01038109,"threshold_uncertainty_score":0.05490112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550492742264962,"score_gpt":0.2917749771794924,"score_spread":0.1367257029529962,"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."}}