{"id":"W4382518324","doi":"10.1016/j.frl.2023.104153","title":"Trauma and investment horizon: Evidence from a representative China equity investor behavior survey","year":2023,"lang":"en","type":"article","venue":"Finance research letters","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Speculation; Equity (law); China; Gratification; Investment (military); Sample (material); Psychology; Impulsivity; Economics; Horizon; Demographic economics; Monetary economics; Social psychology; Clinical psychology; Finance; Geography; Political science","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":[0.003765129,0.0002399584,0.0003370511,0.000320719,0.0003721206,0.0001534736,0.0005939176,0.000139486,0.0002242114],"category_scores_gemma":[0.0007942043,0.000237269,0.00007221099,0.00119982,0.0007213632,0.0003603393,0.0005772446,0.0008413532,0.0007234966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732082,"about_ca_system_score_gemma":0.0000848452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630474,"about_ca_topic_score_gemma":0.0004028987,"domain_scores_codex":[0.9948726,0.00179132,0.0003457323,0.001041229,0.0008332543,0.001115866],"domain_scores_gemma":[0.9971414,0.001572117,0.00009339595,0.0008558139,0.0001028091,0.0002344684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006401482,0.0003017421,0.301425,0.00006930683,0.0001587586,0.002001068,0.03211468,0.00004186227,0.01659108,0.001501698,0.5847179,0.06043676],"study_design_scores_gemma":[0.0005902686,0.0003497291,0.9943928,0.0001719549,0.00001261424,0.000005416525,0.0004562766,0.00006719848,0.0009942951,0.0006553961,0.002044913,0.0002591136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903078,0.0007620377,0.00005985427,0.005699537,0.0004877651,0.0008015197,0.0001175675,0.0001124595,0.001651426],"genre_scores_gemma":[0.9944575,0.0005301942,0.0004354577,0.0006955396,0.0002869013,0.0006424118,0.00009155439,0.00005292654,0.002807514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929678,"threshold_uncertainty_score":0.9902458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.240540226869627,"score_gpt":0.4700605995126053,"score_spread":0.2295203726429782,"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."}}