{"id":"W144270610","doi":"10.1007/b101765_6","title":"Construction of Bivariate Distributions","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bivariate analysis; Focus (optics); Bivariate data; Scheme (mathematics); Mathematics; Distribution (mathematics); Computer science; 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":[0.001349981,0.0004493107,0.0006411267,0.001843783,0.0007343195,0.002100996,0.0007885051,0.0004794642,0.008175002],"category_scores_gemma":[0.005594141,0.0005751229,0.001095016,0.001545582,0.001398977,0.001834273,0.002337672,0.002205623,0.00260527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661213,"about_ca_system_score_gemma":0.0007147511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006157864,"about_ca_topic_score_gemma":0.0005953304,"domain_scores_codex":[0.9992174,0.0003069317,0.00004197538,0.0001554594,0.0002145121,0.00006372154],"domain_scores_gemma":[0.9988943,0.0005044703,0.00007894076,0.0002042928,0.0002299733,0.00008805857],"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":[0.000008846328,0.00001116833,0.0002881233,0.0000315429,0.000006920688,0.00003767117,0.00012198,0.003483917,0.0008548868,0.9508959,0.002765074,0.04149394],"study_design_scores_gemma":[0.000005503346,0.000008341811,0.0002930623,0.00003209916,0.000008285266,0.0001489147,0.00004568306,0.0409357,0.0009598034,0.9384343,0.01911656,0.00001169153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004432234,0.0001914615,0.9805896,0.0001661216,0.00005161138,0.0000275199,0.0001554463,0.0001869141,0.01419907],"genre_scores_gemma":[0.2502275,0.001602936,0.7201564,0.0002662155,0.0002749278,0.0002921998,0.00157957,0.0007963755,0.02480386],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008175002,"threshold_uncertainty_score":0.02734816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371809852282045,"score_gpt":0.2105060956102522,"score_spread":0.1733251103820477,"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."}}