{"id":"W2104033245","doi":"10.5430/ijba.v2n2p25","title":"Succession Issues among Family Entrepreneurs in Countries of the Gulf","year":2011,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Family business; Transferability; Succession planning; Control (management); Sociology; Management; Business; Political science; Public relations; Economic growth; Marketing; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003453743,0.0001401729,0.0002125943,0.0004172184,0.00005781824,0.0001339369,0.0006534602,0.00007607033,0.0001299747],"category_scores_gemma":[0.0001543294,0.00009500552,0.00008757972,0.0005068319,0.0001263247,0.002936132,0.0001122919,0.0001366277,0.00000908629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003703129,"about_ca_system_score_gemma":0.000148115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004507317,"about_ca_topic_score_gemma":0.0001902549,"domain_scores_codex":[0.9982937,0.00001487273,0.0007543131,0.0001245922,0.0006869657,0.0001255447],"domain_scores_gemma":[0.9971737,0.00002202322,0.001096782,0.0001464167,0.001551928,0.000009125183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004223326,0.0002233037,0.9915041,0.00007076088,0.00002347998,0.00004168697,0.0001729518,0.0002825668,0.00187122,0.002394644,0.0005695128,0.002423388],"study_design_scores_gemma":[0.0006024961,0.00001423519,0.9919806,0.0005671942,0.00002277631,0.000012021,0.0002748904,0.0005341122,0.002472441,0.001573029,0.001838622,0.0001076107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937995,0.0001064412,0.0002844465,0.001134837,0.002364141,0.00009412823,0.000001975298,0.000009477355,0.002205019],"genre_scores_gemma":[0.9986613,0.0001446814,0.00008878959,0.0003284244,0.0006999453,0.000003097813,0.000008619991,0.00001194038,0.00005320513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861761,"threshold_uncertainty_score":0.3874213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501987712191825,"score_gpt":0.2540394926775127,"score_spread":0.2290196155555944,"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."}}