{"id":"W4387788542","doi":"10.2139/ssrn.4606736","title":"Reputational Risk and Firm Performance: Family Versus Nonfamily Firms in Different Regulatory Environment","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00240387,0.0001436318,0.0004258653,0.0008214967,0.0006936481,0.002209202,0.000385001,0.0009341202,0.006763409],"category_scores_gemma":[0.01179548,0.0001024523,0.0002690166,0.000917834,0.001056686,0.001240545,0.001025705,0.0007754933,0.0005127325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008560218,"about_ca_system_score_gemma":0.0006375098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268768,"about_ca_topic_score_gemma":0.016877,"domain_scores_codex":[0.998917,0.0004094032,0.00004363204,0.0001088539,0.0001233608,0.0003978325],"domain_scores_gemma":[0.9795886,0.008219232,0.006289961,0.0006379506,0.0009377758,0.004326495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001955253,0.0007384063,0.9776803,0.00002906765,0.0001038061,0.0005323705,0.001426879,0.001460406,0.0009377234,0.003151838,0.0007389082,0.01124508],"study_design_scores_gemma":[0.00002746632,0.0004098522,0.9936311,0.00001271555,0.00004966944,0.0001201906,0.002517576,0.001521243,0.000363574,0.0009499049,0.0003777216,0.00001901851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982958,0.0001066384,0.00007592128,0.0001178379,0.000002815536,0.000002047721,0.00003667352,0.000003179189,0.001359019],"genre_scores_gemma":[0.9995229,0.00002288951,0.000010688,0.000007467494,0.000003936526,5.714797e-7,0.00002624295,9.951731e-7,0.0004042377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268768,"threshold_uncertainty_score":0.02522767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815357967250419,"score_gpt":0.2215877691037705,"score_spread":0.2034341894312663,"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."}}