{"id":"W4246419159","doi":"10.1002/0470011815.b2a15114","title":"<scp>P</scp> areto Distribution","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Biostatistics","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pareto principle; Generalization; Pareto distribution; Mathematics; Gamma distribution; Exponential function; Exponential distribution; Lomax distribution; Distribution (mathematics); Combinatorics; Multivariate statistics; Exponential family; Statistical physics; Applied mathematics; Statistics; Mathematical analysis; 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":[0.00009819645,0.0003816922,0.0004368379,0.0002201163,0.00005158628,0.00004012818,0.0007804647,0.0002949879,0.0001847561],"category_scores_gemma":[0.0009665451,0.0004020566,0.00007569951,0.0005018698,0.0001493571,0.0001437537,0.0002376824,0.0002499066,0.0002049071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095324,"about_ca_system_score_gemma":0.0001687586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003035793,"about_ca_topic_score_gemma":0.00002601839,"domain_scores_codex":[0.9980664,0.00006551765,0.0004455473,0.0005792893,0.0004704943,0.0003727618],"domain_scores_gemma":[0.9978604,0.0003827689,0.0006743355,0.0007347387,0.0001946544,0.0001531278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.442554e-7,0.0001124744,0.00004165576,0.00006798426,0.00004664367,0.00002738959,0.0002133274,0.0003636011,0.000002496599,0.02304612,0.9179146,0.05816313],"study_design_scores_gemma":[0.0003122097,0.00005594905,0.0002150142,0.00008490002,0.00002488484,0.000007272473,0.00002520965,0.01204577,0.0000490041,0.0005158194,0.9864886,0.0001754058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[2.920023e-7,0.0004556553,0.6399308,0.00002263813,0.0007404693,0.0002384259,0.001565689,0.0002358074,0.3568103],"genre_scores_gemma":[0.00001001451,0.002436268,0.5871455,0.00004648605,0.000359419,0.00001570939,0.0005884432,0.0001662319,0.4092319],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06857402,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006047229451271756,"score_gpt":0.2417733641801933,"score_spread":0.2357261347289216,"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."}}