{"id":"W3122895917","doi":"","title":"Qualities of an Effective Successor: The Role of Education and Training","year":2004,"lang":"en","type":"article","venue":"","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Successor cardinal; Resource (disambiguation); Human resources; Family business; Business; Training and development; Process (computing); Selection (genetic algorithm); Human resource management; Training (meteorology); Marketing; Management; Public relations; Political science; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003293241,0.0001385953,0.0001695863,0.0006908947,0.003522049,0.003540732,0.0003946573,0.0005419648,0.004943042],"category_scores_gemma":[0.01504021,0.00009836749,0.0001020691,0.0003641022,0.00325869,0.00169393,0.001597802,0.0009727724,0.0004138426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002446329,"about_ca_system_score_gemma":0.008001249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091579,"about_ca_topic_score_gemma":0.02799768,"domain_scores_codex":[0.9979773,0.001164599,0.00005263325,0.00007288848,0.0003189165,0.0004137238],"domain_scores_gemma":[0.9817369,0.003552713,0.001604299,0.0003537842,0.002167581,0.01058474],"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":[0.0003567885,0.001759315,0.3446257,0.0005259052,0.0000363067,0.003908637,0.09645242,0.00141756,0.003640139,0.08772609,0.01908789,0.4404632],"study_design_scores_gemma":[0.00009898102,0.001840287,0.517792,0.001766223,0.0000821974,0.007225388,0.2922654,0.003557249,0.003186129,0.03654978,0.1354664,0.0001697574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872963,0.001374847,0.003006158,0.01065978,0.0001533504,0.00006837193,0.000027407,0.00006664093,0.1116804],"genre_scores_gemma":[0.9961393,0.0002552736,0.0009978843,0.0001628624,0.000009992175,0.000005774166,0.000007927729,0.000003229963,0.002417708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091579,"threshold_uncertainty_score":0.02170449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162533860753463,"score_gpt":0.2471658331219206,"score_spread":0.235540494514386,"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."}}