{"id":"W2429589098","doi":"10.5539/jel.v5n3p193","title":"Relation between Democratic Leadership and Organizational Cynicism","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cynicism; Seniority; Psychology; Social psychology; Leadership style; Democracy; Scale (ratio); Political science; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473362,0.000052405,0.00008238461,0.0001021967,0.0002327365,0.00008536023,0.00003182849,0.00002668622,0.0008743769],"category_scores_gemma":[0.0003844429,0.00003504741,0.00001503857,0.00002198895,0.00005947533,0.0004980452,0.000006327667,0.0001532269,0.000009549028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001805436,"about_ca_system_score_gemma":0.0001097484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004425113,"about_ca_topic_score_gemma":0.000006621569,"domain_scores_codex":[0.9994735,0.00009400502,0.000209162,0.00006097298,0.0001005724,0.00006185417],"domain_scores_gemma":[0.9990003,0.0003692938,0.0003155274,0.00002977032,0.0002228563,0.00006230513],"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":[0.00002808676,0.0002048748,0.2122506,0.0001075997,0.0001311983,7.20556e-7,0.2928843,0.000003562666,0.0004029493,0.1880785,0.009245859,0.2966618],"study_design_scores_gemma":[0.0006416212,0.0003087056,0.1904862,0.0003789566,0.0001386888,0.00008056681,0.2930489,0.00001047295,0.00003874553,0.01356091,0.5010783,0.0002279556],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566357,0.002008201,0.000191587,0.0317941,0.0006630555,0.00003555513,3.620439e-7,0.000009556695,0.008661858],"genre_scores_gemma":[0.9815527,0.0003481947,0.0001863966,0.0002128989,0.001149759,6.551693e-7,0.000001547337,0.000007501016,0.0165404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4918324,"threshold_uncertainty_score":0.9573814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08705180078651625,"score_gpt":0.2924404614299079,"score_spread":0.2053886606433916,"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."}}