{"id":"W3202412225","doi":"10.2139/ssrn.3927931","title":"Emotion Suppression and Firm Disclosures","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Business; Social psychology","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":[0.0005061637,0.0001272512,0.0001337412,0.0001221491,0.0004051135,0.0003150077,0.0001013726,0.0000629565,0.00009772812],"category_scores_gemma":[0.00005475759,0.00009821385,0.000053813,0.0002686853,0.00002756688,0.001608765,0.0001087596,0.0006459548,0.00005008257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007867324,"about_ca_system_score_gemma":0.0002356311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005884599,"about_ca_topic_score_gemma":0.0002336727,"domain_scores_codex":[0.9984575,0.00001087293,0.000188159,0.0001764006,0.0002246149,0.0009424671],"domain_scores_gemma":[0.9996014,0.00001089141,0.0001193875,0.0001116804,0.0001445744,0.00001204147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002602254,0.0003526884,0.4914,0.0003322406,0.0001588206,0.00009595893,0.0001586888,0.0001644974,0.01776495,0.1924415,0.007525986,0.2893444],"study_design_scores_gemma":[0.003783205,0.00008398013,0.4594201,0.0005988707,0.0002123556,0.0009125284,0.00696655,0.006253257,0.0009804108,0.4352786,0.08445574,0.00105442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911261,0.003023984,0.0008254675,0.001981286,0.0004496327,0.00004306048,2.936675e-7,0.00003798861,0.002512234],"genre_scores_gemma":[0.9941589,0.003128054,0.00002263102,0.0005379508,0.001221016,0.000001804969,0.00001832013,0.00001746405,0.0008939212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28829,"threshold_uncertainty_score":0.4005045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00787442158326311,"score_gpt":0.2154742286383058,"score_spread":0.2075998070550427,"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."}}