{"id":"W7045556824","doi":"","title":"Bibliometric analysis on authentic leadership","year":2022,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Authentic leadership; Publish or perish; Scopus; Educational leadership; Publication; Leadership studies; Work (physics); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0008301139,0.000345658,0.0004488838,0.0386752,0.007527861,0.0002326652,0.001599161,0.0001591906,0.00310523],"category_scores_gemma":[0.00006957559,0.0004675395,0.0006232813,0.08874954,0.001180366,0.001078347,0.0004421348,0.0007075621,0.0001733047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998162,"about_ca_system_score_gemma":0.001594602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008774028,"about_ca_topic_score_gemma":0.00002098612,"domain_scores_codex":[0.9954384,0.000904777,0.0003683871,0.00079145,0.001749453,0.0007475264],"domain_scores_gemma":[0.9975219,0.0004383202,0.0003627554,0.0007925017,0.0004565942,0.0004279792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002377752,0.001297292,0.01496738,0.00003539299,0.002007026,0.0006641665,0.01294585,0.2677518,0.0002035915,0.6863716,0.01128154,0.002236564],"study_design_scores_gemma":[0.002298166,0.0004856713,0.05387658,0.0000509574,0.002636079,0.000125396,0.301965,0.0152001,0.0001111081,0.0008937619,0.6205462,0.00181098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7177887,0.0003639111,0.0006839575,0.008903121,0.0009157012,0.0003626804,0.00007246232,0.0003116625,0.2705978],"genre_scores_gemma":[0.9648614,0.0001324605,0.0002793552,0.001037636,0.0002297983,0.00002284355,0.0001436764,0.00002045854,0.03327236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6854779,"threshold_uncertainty_score":0.9997776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141262096592147,"score_gpt":0.285185714733808,"score_spread":0.2237730937678865,"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."}}