{"id":"W3122434379","doi":"10.12735/jfe.v3i3p01","title":"More Manipulation, Less Risk Taking?","year":2015,"lang":"en","type":"article","venue":"Journal of Finance & Economics","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007934351,0.0001643164,0.0003057614,0.000182543,0.0001105079,0.000244151,0.0004288665,0.00005791305,0.00003803923],"category_scores_gemma":[0.003187465,0.0001728416,0.0001190203,0.0001760088,0.00004687059,0.001920981,0.0001457849,0.0002796242,0.00016071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638027,"about_ca_system_score_gemma":0.00005925155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747268,"about_ca_topic_score_gemma":0.00007123448,"domain_scores_codex":[0.9987815,0.000007484103,0.000622495,0.0001811925,0.000163066,0.0002442505],"domain_scores_gemma":[0.9570352,0.0000217009,0.04242937,0.0002030636,0.000292436,0.00001819534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000114508,0.00008545021,0.6196687,0.00005888319,0.00007727423,0.00005284178,0.0002412512,0.1216596,0.000005531293,0.03748901,0.03305826,0.1874887],"study_design_scores_gemma":[0.001119893,0.00002462838,0.3182763,0.00008252292,0.00007341698,0.00001712127,0.0003389017,0.009568488,0.0000143474,0.009179142,0.6610156,0.0002897491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560779,0.000168767,0.03439869,0.0008980294,0.001005121,0.00008855673,0.000002400087,0.00002258717,0.00733796],"genre_scores_gemma":[0.9945068,0.0001948886,0.001307773,0.001000944,0.00239508,0.000002032308,0.000002702338,0.0000343196,0.0005554653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279573,"threshold_uncertainty_score":0.7048275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266262443358792,"score_gpt":0.2250261722976949,"score_spread":0.1983999279618157,"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."}}