{"id":"W4220824417","doi":"10.33423/jabe.v24i1.5044","title":"Exploratory Study of Polyvagal Theory and Underlying Stress and Trauma That Influence Major Leadership Approaches","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Transactional leadership; Servant leadership; Psychology; Leadership studies; Cognition; Exploratory research; Management science; Leadership style; Social psychology; Sociology; Social science; Economics; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126648,0.0003048495,0.000339531,0.001044925,0.001586726,0.001950037,0.0005357576,0.000500812,0.002776256],"category_scores_gemma":[0.004516035,0.000214562,0.0002585955,0.0008370553,0.001645685,0.0009090742,0.001906134,0.001308251,0.000239616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008379411,"about_ca_system_score_gemma":0.0009908264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008702692,"about_ca_topic_score_gemma":0.001674874,"domain_scores_codex":[0.9988239,0.0007809498,0.00003637947,0.00008127337,0.0001544308,0.0001230112],"domain_scores_gemma":[0.9961428,0.002494478,0.0005706028,0.000227793,0.0002201956,0.0003441563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004784012,0.003211939,0.5313306,0.0003539497,0.00007258778,0.004590394,0.3694485,0.0005201803,0.004591256,0.02855654,0.002413659,0.05443194],"study_design_scores_gemma":[0.00004397298,0.001521619,0.4671532,0.0001633153,0.00003438997,0.001542302,0.5061613,0.0030636,0.001384644,0.01083461,0.008040993,0.00005612191],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962041,0.0000599422,0.0011044,0.0002119188,0.000005252457,0.0001149651,0.00004605585,0.000003398477,0.002250071],"genre_scores_gemma":[0.9976555,0.0001131857,0.001056124,0.00007160367,0.000006762906,0.000148658,0.00005074391,0.000002494054,0.0008948478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002776256,"threshold_uncertainty_score":0.01124692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2111978147527108,"score_gpt":0.2972343240661565,"score_spread":0.08603650931344564,"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."}}