{"id":"W7100637229","doi":"","title":"University of Toronto Financial Econometrics, ECO4050 Course Outline","year":2015,"lang":"en","type":"article","venue":"","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Nonparametric statistics; Inference; Estimation; Term (time); Asset (computer security); Parametric statistics; Financial econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006914937,0.0001180061,0.0004087529,0.00007719752,0.00005632218,0.00001372445,0.0002509687,0.0001259502,0.0009242946],"category_scores_gemma":[0.000264095,0.000154608,0.0001222157,0.0001609381,0.00005791701,0.0003705105,0.00008295366,0.00008262134,0.0003391558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041565,"about_ca_system_score_gemma":0.0001181359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572334,"about_ca_topic_score_gemma":0.005221697,"domain_scores_codex":[0.9989713,0.00000878346,0.0004359797,0.0003171098,0.00003701072,0.0002298067],"domain_scores_gemma":[0.9991601,0.0000279212,0.0002403566,0.0003146431,0.0001032182,0.0001537756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436001,0.000520515,0.2955757,0.00003522,0.00004630568,0.000006664804,0.001965066,0.0008523046,0.000002914725,0.6706857,0.01899384,0.01117214],"study_design_scores_gemma":[0.00414594,0.0005748651,0.1989856,0.0000221182,0.00003363075,0.000002865144,0.001561789,0.09817302,0.00006336999,0.09062027,0.6047626,0.001053959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6901612,0.009845149,0.07794601,0.0004921519,0.00124397,0.0003016024,0.0004086735,0.0001049606,0.2194963],"genre_scores_gemma":[0.9925469,0.0003704398,0.003999839,0.00006431265,0.0001009481,4.140456e-7,0.00001394057,0.00001187356,0.002891385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5857687,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07293191994411176,"score_gpt":0.220099875200874,"score_spread":0.1471679552567623,"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."}}