{"id":"W2339173462","doi":"10.2139/ssrn.2558600","title":"Changing Organizational Form in the Stock Exchange Industry and Risk Taking","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Stock exchange; Financial economics; Finance; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333456,0.0001069835,0.0001448054,0.0009872627,0.0006920786,0.00231196,0.0003493098,0.0006632443,0.004703354],"category_scores_gemma":[0.007574359,0.0001238564,0.0001389196,0.0006094908,0.001324199,0.001068692,0.0008919235,0.0006367177,0.0003169408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521929,"about_ca_system_score_gemma":0.0007995924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328494,"about_ca_topic_score_gemma":0.007627523,"domain_scores_codex":[0.9993218,0.0002796988,0.00003403148,0.00007381097,0.00009751618,0.0001929926],"domain_scores_gemma":[0.9907036,0.003060469,0.002305739,0.0005568117,0.0005800896,0.002793311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004816925,0.001377741,0.9373145,0.00001598548,0.00005133522,0.0002949639,0.005303739,0.0007767178,0.002184038,0.01193333,0.0004355644,0.03983038],"study_design_scores_gemma":[0.00003244834,0.0001639228,0.9790866,0.00001212267,0.00001578329,0.0001093863,0.009008264,0.001587511,0.0002852821,0.00884562,0.0008380833,0.00001501346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969788,0.00004936136,0.0001526619,0.0002244212,0.000004194791,0.000003266128,0.000007061897,0.000001643001,0.002578626],"genre_scores_gemma":[0.9994348,0.0000269057,0.00007102967,0.00001633371,0.000005537367,0.000001369479,0.00000784577,8.802559e-7,0.0004352919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004703354,"threshold_uncertainty_score":0.01573426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093662205738792,"score_gpt":0.222427117947235,"score_spread":0.1914904958898471,"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."}}