{"id":"W3215393045","doi":"10.2139/ssrn.3971868","title":"Does gamified trading stimulate risk taking?","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Business; Psychology; Financial economics; 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":[0.0009431838,0.0002275182,0.0003733857,0.0002060174,0.0001531971,0.001238524,0.0002824996,0.0009694176,0.0114061],"category_scores_gemma":[0.008207837,0.0001721067,0.0003483076,0.0002325773,0.0004378974,0.000982254,0.0005396095,0.0009882946,0.0007142662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191589,"about_ca_system_score_gemma":0.0003733421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973731,"about_ca_topic_score_gemma":0.0002265419,"domain_scores_codex":[0.9996476,0.0001946617,0.00001528014,0.00003834469,0.00004706557,0.00005704865],"domain_scores_gemma":[0.9964134,0.002310929,0.0004012731,0.000314471,0.00009387353,0.0004660829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0279548,0.01247925,0.1005462,0.001925992,0.001101131,0.001746571,0.002090735,0.0060883,0.05995418,0.05372653,0.005672625,0.7267137],"study_design_scores_gemma":[0.004693539,0.02078351,0.4845822,0.001191283,0.001859998,0.00314692,0.004084989,0.04567744,0.03924702,0.3684328,0.02614082,0.000159504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771836,0.001628757,0.002438045,0.002716461,0.0002614156,0.00004020174,0.00007577129,0.00007380917,0.01558193],"genre_scores_gemma":[0.9967389,0.0006585926,0.0009998123,0.0002257737,0.0000641883,0.00001220531,0.00001810193,0.000009841286,0.001272648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114061,"threshold_uncertainty_score":0.03815717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691831444085613,"score_gpt":0.2164691218350855,"score_spread":0.1995508073942294,"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."}}