{"id":"W3125424233","doi":"","title":"Is Nepotism Good or Bad? Types of Nepotism and Implications for Knowledge Management","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nepotism; Entitlement (fair division); Business; Social psychology; Economics; Psychology; 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":[0.0006968844,0.0001497422,0.0001862991,0.0002372741,0.0003108435,0.00008251156,0.0002001723,0.00006147519,0.00003772612],"category_scores_gemma":[0.00001828559,0.000111831,0.00007250062,0.0003255264,0.00003598086,0.001310714,0.0001023975,0.0002725804,0.00003356694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008512349,"about_ca_system_score_gemma":0.0001209631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002642544,"about_ca_topic_score_gemma":0.00008935233,"domain_scores_codex":[0.9983327,0.000005240669,0.000287375,0.0001409513,0.0001045752,0.001129116],"domain_scores_gemma":[0.9994408,0.00002814627,0.0002231333,0.0001504876,0.0001369895,0.00002046097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001206248,0.0002554437,0.1213817,0.000368812,0.000206742,3.651864e-7,0.0001505441,0.000005790452,0.0003787311,0.6941743,0.00336005,0.1795969],"study_design_scores_gemma":[0.003457238,0.0001405579,0.6189456,0.0003133832,0.000616642,0.0001401812,0.002545782,0.0008570457,0.0001374771,0.1525266,0.2195901,0.0007293366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378597,0.0142202,0.01673012,0.004044654,0.001138275,0.0008379604,0.000006804909,0.00008987349,0.02507244],"genre_scores_gemma":[0.9934061,0.003306485,0.0002591009,0.000379675,0.0009180474,0.00002515216,0.000008394725,0.0000266526,0.001670393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5416477,"threshold_uncertainty_score":0.4560334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023950971545019,"score_gpt":0.2692075880790467,"score_spread":0.2489680783635965,"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."}}