{"id":"W4390440312","doi":"10.1007/978-3-031-39524-6_5","title":"Distributions","year":2023,"lang":"en","type":"book-chapter","venue":"CMS/CAIMS books in mathematics","topic":"Mathematical and Theoretical Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Calculus (dental); Ordinary differential equation; Pure mathematics; Applied mathematics; Mathematical economics; Mathematical analysis; Differential equation","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":[0.0004949218,0.0008443965,0.0006600661,0.001749277,0.001204464,0.004063164,0.001063315,0.0008718424,0.2692548],"category_scores_gemma":[0.003540883,0.0003346287,0.000470424,0.001794076,0.00127664,0.004200418,0.001867912,0.002366523,0.1298545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544668,"about_ca_system_score_gemma":0.0009654941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343202,"about_ca_topic_score_gemma":0.0008596674,"domain_scores_codex":[0.9991391,0.0001000022,0.0000274883,0.0002878259,0.0003561929,0.00008934665],"domain_scores_gemma":[0.9989318,0.0002013614,0.00005861075,0.000306586,0.0003856298,0.0001159993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003096214,0.00001897894,0.0001510122,0.00006764469,0.000006957833,0.00003868522,0.00007890024,0.0003737845,0.0006713159,0.7798743,0.1471552,0.07153224],"study_design_scores_gemma":[0.000011877,0.000009194374,0.0002389675,0.00003316843,0.000005407961,0.0001661551,0.00006291543,0.001205516,0.0009130944,0.3916786,0.6056644,0.00001069885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002682391,0.001402839,0.0630824,0.002556463,0.001097247,0.00007450868,0.004062711,0.001918034,0.9231234],"genre_scores_gemma":[0.05304281,0.002138467,0.01138555,0.001300979,0.0009480388,0.000166116,0.005369178,0.001420768,0.924228],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2692548,"threshold_uncertainty_score":0.9007471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06479152373927696,"score_gpt":0.2998853138199262,"score_spread":0.2350937900806493,"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."}}