{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003087438,0.0001886203,0.0002544217,0.0001258392,0.000323084,0.00006592175,0.0004996358,0.0001087602,0.00003803094],"category_scores_gemma":[0.00003688456,0.0001455762,0.00006553097,0.0002750216,0.0003318239,0.0001939954,0.00001801721,0.001710752,0.000003262756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736849,"about_ca_system_score_gemma":0.0002178732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343035,"about_ca_topic_score_gemma":0.005476815,"domain_scores_codex":[0.9964124,0.0007156539,0.000441922,0.0003653828,0.0002765893,0.001788085],"domain_scores_gemma":[0.9992169,0.0001444602,0.000195086,0.000295397,0.00004202031,0.0001061251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171055,0.001863812,0.3796391,0.000007893565,0.0003033925,0.0001451841,0.2306754,0.0000321383,0.0004457822,0.2136569,0.00002028497,0.1714996],"study_design_scores_gemma":[0.001222744,0.00127938,0.7355393,0.00001706329,0.00001547178,0.0003371228,0.2497832,0.000002775765,0.000001153912,0.01148327,0.0001805797,0.000137971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949405,0.001666876,0.00007654573,0.001414409,0.00009630421,0.0002176934,0.000001238198,0.00001426598,0.001572206],"genre_scores_gemma":[0.9987774,0.0002142485,0.00001648993,0.0006471772,0.0001548748,0.00001025441,6.494057e-7,0.00001145179,0.0001674714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3559002,"threshold_uncertainty_score":0.7432463,"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."}}