{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002543741,0.00150919,0.001795554,0.002592155,0.001810473,0.006759947,0.002386207,0.002943658,0.2987808],"category_scores_gemma":[0.01823979,0.0006266336,0.001236605,0.00563631,0.002836078,0.002938145,0.001991984,0.003286883,0.1512131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421961,"about_ca_system_score_gemma":0.002075624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059002,"about_ca_topic_score_gemma":0.003394642,"domain_scores_codex":[0.9972263,0.0004956768,0.000147661,0.0005270393,0.001355625,0.0002477799],"domain_scores_gemma":[0.9916056,0.002044667,0.0005281126,0.001939265,0.003501851,0.0003804113],"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":[0.0001534148,0.00005881112,0.0007202268,0.0003201979,0.0000356976,0.0007812596,0.0001152074,0.003053892,0.001168002,0.4164232,0.4589731,0.118197],"study_design_scores_gemma":[0.00005687431,0.00004336845,0.001396907,0.0003391632,0.00002420736,0.002041604,0.00008512737,0.02078257,0.002609465,0.2943424,0.6781965,0.00008170101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005205654,0.003472545,0.360682,0.02123503,0.01078423,0.0005267767,0.01233672,0.005915845,0.5798412],"genre_scores_gemma":[0.2416464,0.009538369,0.09188539,0.007429279,0.01001042,0.001807227,0.01820597,0.006284491,0.6131925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2987808,"threshold_uncertainty_score":0.9995214,"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."}}