{"id":"W1981447981","doi":"10.1108/14754390780000968","title":"The business of cultural transformation: How leadership behaviour impacts business results","year":2007,"lang":"en","type":"article","venue":"Strategic HR Review","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Accountability; Transformation (genetics); Business; Public relations; Management; Political science; Economics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854501,0.0003317081,0.0004684739,0.0001360876,0.0004285466,0.0004015948,0.0005220487,0.0001155555,0.00004375358],"category_scores_gemma":[0.0001776637,0.00019172,0.0001407064,0.002497507,0.0001813996,0.002780368,0.00005068583,0.0002235157,0.00008899483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003111089,"about_ca_system_score_gemma":0.0000899885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002955313,"about_ca_topic_score_gemma":0.0002415435,"domain_scores_codex":[0.9977267,0.00001916714,0.0008449518,0.0002717583,0.0005577065,0.0005797545],"domain_scores_gemma":[0.9975473,0.00005828585,0.0006294285,0.0004298032,0.001306419,0.00002882331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003631215,0.001204867,0.01659106,0.2044343,0.0003640196,0.0002863922,0.001666989,0.0002415722,0.003913151,0.09773513,0.09210038,0.5778309],"study_design_scores_gemma":[0.005639037,0.00009375943,0.4326299,0.04442854,0.001037774,0.0001054782,0.01737756,0.0004635831,0.0004957583,0.00157886,0.4935596,0.00259012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441948,0.1632088,0.00039437,0.06394441,0.002977632,0.003125178,0.00002942974,0.000440047,0.1216853],"genre_scores_gemma":[0.9685788,0.02881973,0.00002207355,0.001438355,0.000683509,0.00001717345,0.0001804482,0.00002504581,0.000234852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752408,"threshold_uncertainty_score":0.7818115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170402943364858,"score_gpt":0.2984594157682219,"score_spread":0.1814191214317361,"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."}}