{"id":"W2067397577","doi":"10.1002/nav.20287","title":"Warranty claims modeling","year":2008,"lang":"en","type":"article","venue":"Naval Research Logistics (NRL)","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warranty; Poisson distribution; Interval (graph theory); Poisson regression; Measure (data warehouse); Computer science; Compound Poisson process; Poisson process; Quarter (Canadian coin); Operations research; Actuarial science; Econometrics; Business; Statistics; Economics; Mathematics; Data mining","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":[0.003177384,0.0009866758,0.001074382,0.001664828,0.0004569344,0.001910162,0.002682508,0.002425788,0.004505053],"category_scores_gemma":[0.01155033,0.0004189856,0.001105701,0.002030789,0.0008834515,0.002112476,0.0008714093,0.00124272,0.0008500759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247445,"about_ca_system_score_gemma":0.001091354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005876499,"about_ca_topic_score_gemma":0.003251131,"domain_scores_codex":[0.9983243,0.0005342648,0.000121623,0.0004247993,0.0004289272,0.0001660533],"domain_scores_gemma":[0.9944998,0.003154077,0.001371105,0.0004145009,0.0004412465,0.0001192103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001116272,0.0001339882,0.009517236,0.0001846893,0.0001140831,0.0005913896,0.0003079066,0.7869158,0.002232975,0.1541712,0.002847244,0.04287192],"study_design_scores_gemma":[0.000009945217,0.00002725352,0.001237986,0.00001635535,0.00001594433,0.00008982857,0.00002986411,0.9623462,0.0003457996,0.03401027,0.00185763,0.00001302361],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1464766,0.001840924,0.8335174,0.001865845,0.0001102637,0.0001688991,0.001779129,0.0009242461,0.01331669],"genre_scores_gemma":[0.9404392,0.001008025,0.0446424,0.0001354594,0.0002085775,0.0001435484,0.001321411,0.00007993011,0.01202148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005876499,"threshold_uncertainty_score":0.01680386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.825661570677046,"score_gpt":0.5812108259919275,"score_spread":0.2444507446851185,"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."}}