{"id":"W2735892187","doi":"10.1177/0894486517717532","title":"Is It Better to Govern Managers via Agency or Stewardship? Examining Asymmetries by Family Versus Nonfamily Affiliation","year":2017,"lang":"en","type":"article","venue":"Family Business Review","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Stewardship (theology); Agency (philosophy); Corporate governance; Business; Stewardship theory; Empirical evidence; Principal–agent problem; Information asymmetry; Accounting; Political science; Finance; Sociology; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009688027,0.0009198774,0.001386777,0.0004830966,0.001454768,0.001615593,0.001955154,0.0002762876,0.0005916984],"category_scores_gemma":[0.0008156064,0.0007506926,0.0003029281,0.002064645,0.0001736895,0.006119571,0.001025888,0.0003592434,0.00397812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506233,"about_ca_system_score_gemma":0.0001178635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757369,"about_ca_topic_score_gemma":0.0001023522,"domain_scores_codex":[0.9951962,0.00003817265,0.001166228,0.001226442,0.001345511,0.0010275],"domain_scores_gemma":[0.9956079,0.0001143086,0.001206533,0.001998501,0.0009805831,0.00009224738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007669638,0.0002227022,0.00742075,0.01216445,0.0004998365,0.0001051456,0.0000945837,0.0000196154,0.002045845,0.00007379636,0.7115736,0.2650127],"study_design_scores_gemma":[0.00178292,0.00006375876,0.3015706,0.00489486,0.001514253,0.000002146745,0.0002077346,0.0003528336,0.00004524495,0.00003860164,0.6880834,0.00144359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792916,0.08209773,0.006966097,0.0465206,0.01528669,0.006643665,0.0002410679,0.001151055,0.1618015],"genre_scores_gemma":[0.6914964,0.06983937,0.001303339,0.2252838,0.003644284,0.0006711644,0.0007284267,0.0004427196,0.006590558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941499,"threshold_uncertainty_score":0.9998452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936735575896255,"score_gpt":0.3140259348946433,"score_spread":0.2203523773050178,"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."}}