{"id":"W4211121497","doi":"10.1002/9780470012505.tac053","title":"Continuous Multivariate Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multivariate statistics; Notation; Multivariate analysis; Computer science; Mathematics; Statistics; Arithmetic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000277546,0.0002160897,0.000363075,0.0001654114,0.0001553478,0.00003600267,0.000553715,0.0001676972,0.003877088],"category_scores_gemma":[0.003268146,0.0001933136,0.0000814417,0.0006830491,0.0009940066,0.00007390516,0.0001040763,0.0001713363,0.0002110992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355765,"about_ca_system_score_gemma":0.0006288716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507081,"about_ca_topic_score_gemma":0.00002919957,"domain_scores_codex":[0.9982831,0.00002460498,0.000417818,0.0003932763,0.0005566685,0.0003244814],"domain_scores_gemma":[0.9984839,0.0002707316,0.0004350241,0.0004667295,0.0001528906,0.0001907093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002827108,0.0001445205,0.000003613947,0.00003008847,0.000009654336,0.000001033552,0.00005546887,6.580422e-7,0.0001020251,0.8697041,0.1285853,0.001360727],"study_design_scores_gemma":[0.0009728028,0.00006092433,0.001017862,0.0002787799,0.0001365071,0.000005032694,0.00004590911,0.00009651807,0.0003528619,0.2370034,0.7594699,0.0005595419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002495674,0.00001290129,0.3492508,0.000128883,0.0004211095,0.0004179626,0.001454404,0.0001759569,0.648113],"genre_scores_gemma":[0.09023795,0.0002709425,0.2954142,0.00009406466,0.001676183,0.0003630691,0.0009459198,0.0005443781,0.6104533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6327007,"threshold_uncertainty_score":0.9970335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270048113367066,"score_gpt":0.3470616139638654,"score_spread":0.3200568026271589,"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."}}