{"id":"W2606549929","doi":"10.5539/ijef.v9n5p58","title":"Insider Trading and the Classification of Seasoned Equity Offerings: Evidence from Taiwan","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insider; Insider trading; Equity (law); Monetary economics; Business; Purchasing; Financial economics; Economics; Finance; Marketing; Political 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":[0.0007768743,0.0001968202,0.0002027562,0.001059902,0.0002623796,0.0009847549,0.0002984025,0.0004716779,0.002022131],"category_scores_gemma":[0.003541122,0.0001427085,0.0003613845,0.001139937,0.0003707188,0.0006675237,0.0005810587,0.0005251151,0.0003181497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688371,"about_ca_system_score_gemma":0.0002343154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008618509,"about_ca_topic_score_gemma":0.009552535,"domain_scores_codex":[0.999703,0.00006673112,0.0000443343,0.0000570935,0.00006022414,0.0000686823],"domain_scores_gemma":[0.989461,0.002396129,0.006197125,0.0004964356,0.0005144877,0.0009347648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151717,0.00008830867,0.9958172,0.00001190188,0.00004880856,0.0003624117,0.0003942542,0.00009821967,0.0004937846,0.0000683434,0.0001329063,0.002368597],"study_design_scores_gemma":[0.000005744887,0.0000530258,0.9984986,0.000005291535,0.0000227425,0.0001179498,0.00048378,0.0004587124,0.0001138208,0.00004752486,0.0001874007,0.000005467029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995634,0.00004710318,0.00002021476,0.00002897537,0.000001730889,0.000001933676,0.00007605697,0.000001024266,0.0002595821],"genre_scores_gemma":[0.9994401,0.00005383589,0.00001904447,0.000009546773,0.00001130125,0.000001614839,0.000278704,0.000001145383,0.000184702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008618509,"threshold_uncertainty_score":0.01713669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06665154187928252,"score_gpt":0.2681658768133474,"score_spread":0.2015143349340648,"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."}}