{"id":"W4313190232","doi":"10.1561/114.00000032","title":"Diversity in Family Business: Where Social Goals Collide with Family Socioemotional Wealth","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Socioemotional selectivity theory; Diversity (politics); Family business; Business; Sociology; Psychology; Business administration; Developmental psychology; Anthropology","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":[0.001470233,0.0001340521,0.0002689873,0.001170447,0.00116896,0.001204803,0.0002921776,0.0002992447,0.001877609],"category_scores_gemma":[0.004500276,0.00008512915,0.0002160598,0.001490608,0.00112888,0.0009188814,0.0015272,0.0005284184,0.00009309212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007267604,"about_ca_system_score_gemma":0.0006249517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893542,"about_ca_topic_score_gemma":0.04822471,"domain_scores_codex":[0.9990819,0.000477547,0.00003083259,0.0001153609,0.000128208,0.0001662826],"domain_scores_gemma":[0.9951121,0.001702816,0.002038393,0.0001849368,0.0002096455,0.0007521782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002073388,0.00004433333,0.9923878,0.00000944444,0.00002361697,0.00008470849,0.001821421,0.0000393132,0.00004001708,0.0003768387,0.0001050219,0.005046869],"study_design_scores_gemma":[0.000001311813,0.00002767132,0.9943261,0.00001747397,0.00001057342,0.00007342012,0.004740292,0.00009984993,0.00002289533,0.0002577457,0.0004200647,0.000002715168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984508,0.0003170462,0.00007041437,0.0001375391,0.000002113117,0.00000265548,0.00002820092,3.205579e-7,0.0009909342],"genre_scores_gemma":[0.9997322,0.0001116849,0.00002538594,0.00001779977,0.00000305564,0.000001810997,0.0000188698,2.560543e-7,0.00008894234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893542,"threshold_uncertainty_score":0.03765041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228630760217401,"score_gpt":0.2373922219610953,"score_spread":0.1951059143589213,"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."}}