{"id":"W2002632223","doi":"10.1016/j.lrp.2005.09.001","title":"Management Insights from Great and Struggling Family Businesses","year":2005,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":274,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fell; Cronyism; Perception; Business; Public relations; Subject (documents); Marketing; Political science; Psychology; Politics; Law; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00008938279,0.0002706256,0.0002628671,0.00034504,0.0003705581,0.0004600374,0.0002140569,0.00008892472,0.0000803333],"category_scores_gemma":[0.00001321276,0.0002333359,0.00003985205,0.0004330612,0.00004601604,0.002543479,0.0002374605,0.0001433236,0.0002037753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323888,"about_ca_system_score_gemma":0.000005764066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000374692,"about_ca_topic_score_gemma":0.00005948344,"domain_scores_codex":[0.9986968,0.000005206794,0.0002879009,0.0004007267,0.0002928121,0.0003165615],"domain_scores_gemma":[0.9994993,0.00003709247,0.000137487,0.0002296602,0.00007697127,0.00001949992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882696,0.00009727593,0.8277278,0.0007260076,0.0001131975,0.0004784221,0.0005998786,0.003357568,0.0009346177,0.001231064,0.004301908,0.160244],"study_design_scores_gemma":[0.001173955,0.000003948605,0.9246547,0.0007696461,0.0001035488,0.000002507506,0.0006547807,0.01830868,0.00004531865,0.0004300673,0.05340327,0.0004495874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776862,0.004033584,0.0007597683,0.0002756733,0.0004356691,0.0001702846,0.000002093817,0.0002331471,0.01640364],"genre_scores_gemma":[0.9946765,0.000149945,0.0009345751,0.001909354,0.001998066,0.00001895209,0.0000958466,0.00003813742,0.0001786289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597944,"threshold_uncertainty_score":0.9515162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183613180130283,"score_gpt":0.2254203681564732,"score_spread":0.2070590501434449,"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."}}