{"id":"W2058251394","doi":"","title":"The Influence of Personality Domains and Working Experience in Peruvian Managers’ Leadership Styles: An Initial Study","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Conscientiousness; Transactional leadership; Psychology; Extraversion and introversion; Agreeableness; Openness to experience; Leadership style; Social psychology; Personality; Big Five personality traits; Neuroticism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069463,0.0002179661,0.0002398483,0.0009038036,0.0006514501,0.0008623074,0.000202173,0.0003010365,0.001540387],"category_scores_gemma":[0.00318971,0.0001751345,0.0002914912,0.0007345774,0.0004004238,0.0005237116,0.001035829,0.0003516848,0.0002111331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900125,"about_ca_system_score_gemma":0.000206168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719012,"about_ca_topic_score_gemma":0.004333158,"domain_scores_codex":[0.9995515,0.00023097,0.00002928866,0.00003707829,0.00007133531,0.00007973192],"domain_scores_gemma":[0.9984356,0.0006167597,0.0004024589,0.0001050356,0.0002275266,0.0002127086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004057187,0.0001056972,0.9877766,0.00002013184,0.00001857018,0.0001430551,0.007116675,0.0000174443,0.0004285959,0.00003658661,0.00003669361,0.004259319],"study_design_scores_gemma":[0.000001735659,0.0001284321,0.9935423,0.000007775842,0.000005516744,0.00008055362,0.005899483,0.0000561103,0.00003981936,0.00001334508,0.0002233925,0.000001640643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994501,0.00004519324,0.00003566919,0.00001571565,8.126578e-7,0.000007997151,0.0000222459,6.484717e-7,0.000421531],"genre_scores_gemma":[0.9996046,0.00004543368,0.00007391859,0.0000129246,0.000003887548,0.00001999289,0.00004768662,4.94749e-7,0.0001909325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719012,"threshold_uncertainty_score":0.005655885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09560797191310084,"score_gpt":0.3881221538391624,"score_spread":0.2925141819260615,"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."}}