{"id":"W4408996032","doi":"10.3390/math13071128","title":"On Regime Switching Models","year":2025,"lang":"en","type":"article","venue":"Mathematics","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003918371,0.001377572,0.001733052,0.002051651,0.0009032755,0.003294002,0.001916667,0.002514239,0.01133987],"category_scores_gemma":[0.01406059,0.0005034923,0.002159107,0.002984958,0.002061976,0.003952973,0.00160436,0.003385908,0.001985266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154207,"about_ca_system_score_gemma":0.001285519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023678,"about_ca_topic_score_gemma":0.002448348,"domain_scores_codex":[0.9969515,0.001321813,0.0001630889,0.0006644596,0.0005657277,0.0003335296],"domain_scores_gemma":[0.9933334,0.004794876,0.0006703155,0.000505068,0.0005448317,0.0001514632],"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":[0.00003973589,0.00006371141,0.002424571,0.0002472995,0.000160102,0.0001679767,0.0002388723,0.1037397,0.0005333448,0.8446721,0.007506366,0.04020622],"study_design_scores_gemma":[0.00002296879,0.00003861659,0.001021065,0.0001032733,0.00005355025,0.0001340712,0.00005956054,0.2701039,0.0001758645,0.713901,0.01434946,0.00003660098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01872784,0.00643169,0.9349234,0.002487512,0.0005104556,0.0001330058,0.001179053,0.0004067163,0.03520044],"genre_scores_gemma":[0.8204459,0.0185719,0.1218326,0.001943217,0.002559421,0.0007438306,0.002599502,0.0003071979,0.03099643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01133987,"threshold_uncertainty_score":0.03793567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663312488951317,"score_gpt":0.2424922487627235,"score_spread":0.1958591238732104,"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."}}