{"id":"W4362634189","doi":"10.1108/rbf-05-2022-0143","title":"Gambling on the stock market: the behavior of at-risk online traders","year":2023,"lang":"en","type":"article","venue":"Review of Behavioral Finance","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Stock trading; Stock market; Sample (material); Originality; Stock (firearms); Stock exchange; Order (exchange); Actuarial science; Financial economics; Business; Psychology; Economics; Finance; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001173105,0.0001589597,0.0002402048,0.0006848449,0.0008901385,0.001527222,0.0003861731,0.0005512877,0.001795048],"category_scores_gemma":[0.006249783,0.0001881988,0.0001725732,0.0004098831,0.0008101994,0.001348036,0.001025666,0.000718218,0.0001698303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387823,"about_ca_system_score_gemma":0.00049062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163824,"about_ca_topic_score_gemma":0.01132486,"domain_scores_codex":[0.9992633,0.0003701873,0.00005328814,0.00006687336,0.0001625752,0.00008377662],"domain_scores_gemma":[0.9969766,0.001450894,0.001061499,0.00006893602,0.0001357242,0.0003063874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667394,0.0004510592,0.7812675,0.0001814894,0.00004425165,0.001273119,0.1830882,0.0000712967,0.001779653,0.0002164938,0.0008120324,0.03064821],"study_design_scores_gemma":[0.00002567267,0.0006230189,0.643469,0.0002740226,0.00005174768,0.004019098,0.3451631,0.00087992,0.0006243114,0.0004704983,0.004342862,0.00005675371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992317,0.00008315383,0.00006061327,0.00008520633,0.000003144112,0.00001372236,0.0000152134,0.000001268324,0.0005059544],"genre_scores_gemma":[0.9990044,0.0002040034,0.0001983684,0.0001524589,0.000008987299,0.00001827972,0.00002331497,0.000001415225,0.0003888388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004163824,"threshold_uncertainty_score":0.008279204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199733506669782,"score_gpt":0.4468212414332626,"score_spread":0.2268478907662844,"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."}}