{"id":"W4236223231","doi":"10.2139/ssrn.1101520","title":"Corporate Trading in Own Securities","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Investment banking; Financial system; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122119,0.0001310246,0.0001539284,0.0003622465,0.0003232925,0.0001754405,0.0001871174,0.00005093662,0.0002898786],"category_scores_gemma":[0.000100139,0.0001239662,0.0000706264,0.000352876,0.0000598962,0.002236584,0.00003763711,0.0009004344,0.00005373772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239005,"about_ca_system_score_gemma":0.0003470496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697302,"about_ca_topic_score_gemma":0.001115009,"domain_scores_codex":[0.9980007,0.00002382095,0.0002778299,0.0001391713,0.0002312546,0.001327209],"domain_scores_gemma":[0.9994276,0.00004130891,0.0003630374,0.00008655984,0.00006998705,0.00001149436],"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":[0.0001523618,0.000104417,0.04049043,0.00003680052,0.00006229375,0.00007601478,0.0003408281,0.00003648762,0.0001049821,0.9457735,0.002284521,0.0105373],"study_design_scores_gemma":[0.002408669,0.00004853433,0.02605991,0.0000802832,0.00004403161,0.00147734,0.00938339,0.004308749,0.00002315208,0.7924485,0.1631259,0.0005915446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553134,0.001765048,0.0002923626,0.001200609,0.0003470767,0.00009044618,2.637068e-7,0.00005851844,0.04093221],"genre_scores_gemma":[0.9939836,0.002255992,0.00001991182,0.0006705704,0.001007467,0.000004128346,0.000004652087,0.00002053748,0.002033109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608414,"threshold_uncertainty_score":0.5055195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531500876551574,"score_gpt":0.221659713682566,"score_spread":0.1963447049170503,"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."}}