{"id":"W4399284402","doi":"10.3390/math12111743","title":"On the Ratio-Type Family of Copulas","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Type (biology); Copula (linguistics); Mathematics; Econometrics; Psychology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004429168,0.00006995357,0.0001776804,0.00006256187,0.00004292504,0.00004013277,0.0001211507,0.00004363557,0.0001444189],"category_scores_gemma":[0.000256968,0.00005385641,0.00006601894,0.0001841919,0.00002804859,0.0000427261,0.0000211289,0.0001075667,0.0006591557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001993776,"about_ca_system_score_gemma":0.0000159241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002454962,"about_ca_topic_score_gemma":0.000002345521,"domain_scores_codex":[0.9993725,0.000004300098,0.000374089,0.0001214969,0.00003280645,0.00009477115],"domain_scores_gemma":[0.9994496,0.0001985072,0.00007536758,0.0002437222,0.00001879979,0.00001401824],"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":[0.000001814658,0.00002940348,0.00009142538,0.00008929972,0.00001111557,5.405001e-7,0.0009384984,0.0001252015,0.00004306093,0.9961798,0.002272381,0.0002175164],"study_design_scores_gemma":[0.0000380256,0.00004224681,0.0001865781,0.00007646571,0.000004024836,4.461259e-7,0.00008252767,0.2675831,0.000164738,0.724503,0.007245302,0.00007355247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977513,0.002413791,0.05824198,0.0006034714,0.0006158638,0.0001978361,0.00004900115,0.00005192087,0.04007487],"genre_scores_gemma":[0.9974235,0.00008383099,0.001480316,0.00009328366,0.0000388152,0.000004586486,0.000002069391,0.0000141978,0.0008593666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716768,"threshold_uncertainty_score":0.8472332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785644793226298,"score_gpt":0.2497021982913093,"score_spread":0.1711377189686795,"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."}}