{"id":"W4312429603","doi":"10.1561/114.00000026","title":"Corporate Finance and Family Firms","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business; Corporate finance; Finance; Financial system","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":[0.0006608975,0.0002431248,0.000564801,0.0001390959,0.0003337537,0.000047259,0.0003799152,0.00003560365,0.0001276485],"category_scores_gemma":[0.00003683482,0.000217544,0.0000873688,0.001389635,0.0001141494,0.0009909237,0.0004207999,0.0002101767,0.00008993143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002262352,"about_ca_system_score_gemma":0.0000725538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006860404,"about_ca_topic_score_gemma":0.000002931701,"domain_scores_codex":[0.9983801,0.00002149864,0.0005734297,0.0003719139,0.0003799073,0.0002731171],"domain_scores_gemma":[0.9975097,0.00001917771,0.001828931,0.0004034087,0.0002307797,0.000007981815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004115996,0.0006697671,0.1485147,0.07075673,0.00005935689,0.0002832963,0.00006432272,0.001686071,0.002883291,0.09372511,0.2639438,0.4170019],"study_design_scores_gemma":[0.0005986665,0.00004966798,0.1229762,0.005739392,0.00005972616,0.00001121663,0.00002800281,0.003865748,0.00004384837,0.003666078,0.8624449,0.0005165926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546284,0.1381286,0.0000789292,0.0009950061,0.0006465171,0.0005694407,0.00002315022,0.00006633934,0.004863671],"genre_scores_gemma":[0.8405215,0.1499912,0.0002663897,0.007974139,0.0002046015,0.0001485976,0.0001024782,0.00003686721,0.0007542492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985011,"threshold_uncertainty_score":0.8871189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921322842291033,"score_gpt":0.2272051918523802,"score_spread":0.1879919634294699,"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."}}