{"id":"W4296345978","doi":"10.3390/jrfm15090412","title":"Fractile Graphical Analysis in Finance: A New Perspective with Applications","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Covariate; Mahalanobis distance; Statistics; Econometrics; Parametric statistics; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003176,0.00212156,0.002679705,0.01132299,0.001188696,0.005089153,0.002465755,0.003083482,0.004092885],"category_scores_gemma":[0.03562789,0.001063319,0.002894838,0.008728865,0.01116999,0.007473634,0.003212811,0.007447238,0.001043632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560674,"about_ca_system_score_gemma":0.001455901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055085,"about_ca_topic_score_gemma":0.002206973,"domain_scores_codex":[0.9928957,0.00439142,0.0002788131,0.0008259257,0.001368695,0.000239453],"domain_scores_gemma":[0.9537226,0.03886756,0.001690733,0.002877335,0.002183213,0.0006586316],"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":[0.00002353816,0.00003160937,0.001729716,0.0001941121,0.0000828289,0.0001115312,0.0003150015,0.01811515,0.0002174195,0.9339611,0.003693657,0.04152429],"study_design_scores_gemma":[0.000009953187,0.00002785747,0.0006312408,0.00008205322,0.00001899339,0.0001351141,0.00008755,0.04933659,0.0001061738,0.9339431,0.01558658,0.00003479511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003750278,0.01386844,0.9721097,0.005060495,0.0003703826,0.0000282334,0.0002056549,0.0003535942,0.004253151],"genre_scores_gemma":[0.2818449,0.03268124,0.6663855,0.003765623,0.007778214,0.0003824925,0.0005105464,0.0007587684,0.005892685],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01132299,"threshold_uncertainty_score":0.05305368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209179421605653,"score_gpt":0.1987673091550758,"score_spread":0.1915581297334702,"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."}}