{"id":"W4250720580","doi":"10.4309/jgi.v0i38.3996","title":"What Characterizes Excessive Online Stock Trading? A Qualitative Study.","year":2018,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Context (archaeology); Philosophy; Geography","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":[0.01023289,0.0005003879,0.000758391,0.001734874,0.007133753,0.00384147,0.001274744,0.001618429,0.004116621],"category_scores_gemma":[0.01674039,0.0006162452,0.0003994105,0.001521984,0.007878324,0.005701791,0.004492142,0.002885512,0.0003636461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388235,"about_ca_system_score_gemma":0.003467837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00882568,"about_ca_topic_score_gemma":0.01479147,"domain_scores_codex":[0.992898,0.005060515,0.0002407732,0.0003848831,0.0005776482,0.0008382551],"domain_scores_gemma":[0.985571,0.01092245,0.001039537,0.0002679363,0.000865348,0.001333702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001789731,0.00003019476,0.002955728,0.0001155715,0.000002467735,0.0005582237,0.9924003,0.00001283102,0.0004539197,0.0008271464,0.0003852916,0.002240412],"study_design_scores_gemma":[0.000001765804,0.00001914136,0.001319096,0.00009365495,0.000001434494,0.000175348,0.9937009,0.00003720483,0.00008046918,0.0001932964,0.004371142,0.000006593475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855812,0.0009727493,0.002028704,0.003158198,0.0001400752,0.0002382111,0.0002652859,0.00002026116,0.007595247],"genre_scores_gemma":[0.9943017,0.0008306215,0.0007499075,0.00120557,0.00002635888,0.0002515349,0.00008118023,0.00002332267,0.002529735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023289,"threshold_uncertainty_score":0.05411738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4101511808839809,"score_gpt":0.5507189580788896,"score_spread":0.1405677771949086,"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."}}