{"id":"W2062919287","doi":"10.1177/0894486512470841","title":"Is Nepotism Good or Bad? Types of Nepotism and Implications for Knowledge Management","year":2013,"lang":"en","type":"article","venue":"Family Business Review","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nepotism; Entitlement (fair division); Business; Economics; Microeconomics; Political science; Law","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":[0.0002531622,0.0003327436,0.0006353761,0.0002707903,0.0002355718,0.0001707199,0.0003894016,0.00009493301,0.000249421],"category_scores_gemma":[0.00007191035,0.0002422838,0.0001138921,0.001488737,0.000090666,0.001657801,0.0003123547,0.00007959302,0.0003740833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001910027,"about_ca_system_score_gemma":0.00003964122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001933428,"about_ca_topic_score_gemma":0.00001339804,"domain_scores_codex":[0.9983263,0.000009076649,0.0006809708,0.0004493202,0.0001692223,0.0003651359],"domain_scores_gemma":[0.9981231,0.00006323229,0.0003838691,0.0005286646,0.0008745662,0.0000265288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004947115,0.0003652778,0.01559267,0.06731579,0.0001442648,0.000002732487,0.00004066519,0.000007015703,0.0005777697,0.02738087,0.2148611,0.6736624],"study_design_scores_gemma":[0.0006630223,0.00001274764,0.5609273,0.00564235,0.0003077798,0.000003875942,0.00004562267,0.0004101501,0.000007221034,0.001583482,0.4300123,0.0003841689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1984544,0.5421224,0.01181317,0.03947983,0.003890969,0.01929963,0.000121683,0.0009152365,0.1839026],"genre_scores_gemma":[0.6499276,0.3018427,0.005463246,0.03269945,0.001436072,0.00311445,0.000393184,0.0002371397,0.004886142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6732783,"threshold_uncertainty_score":0.9880047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278956275377933,"score_gpt":0.286510074875351,"score_spread":0.2437205121215716,"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."}}