{"id":"W2054923459","doi":"10.5539/ibr.v7n6p97","title":"A Structural Equation Model of Transformational Leadership for Industrial in Thailand","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Structural equation modeling; Transactional leadership; Context (archaeology); Leadership style; Empowerment; Business; Psychology; Quality (philosophy); Public relations; Empirical research; Management; Marketing; Political science; Knowledge management; Economics; Computer science; Mathematics","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":[0.00170239,0.0009987706,0.0006347601,0.001378296,0.0009117728,0.002678082,0.001395451,0.001013557,0.01188029],"category_scores_gemma":[0.003611271,0.0006253199,0.0009104781,0.00182063,0.0005457771,0.001697581,0.001136776,0.001932519,0.001128056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597541,"about_ca_system_score_gemma":0.004324386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02901256,"about_ca_topic_score_gemma":0.02420007,"domain_scores_codex":[0.9984447,0.0008523717,0.00006919612,0.0002071346,0.0002046953,0.0002218575],"domain_scores_gemma":[0.9982889,0.0009176958,0.0002497964,0.00004222001,0.000350975,0.0001503625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006597918,0.002672506,0.4287298,0.001187206,0.00109149,0.00494481,0.01484163,0.2621404,0.001717529,0.1627472,0.02570166,0.09356602],"study_design_scores_gemma":[0.0003538468,0.0008274521,0.08174657,0.0005621932,0.0003717683,0.0007054365,0.006186318,0.8511727,0.0002797357,0.04164562,0.01601959,0.0001288404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446749,0.001725214,0.09945282,0.00701221,0.0004147967,0.001160395,0.005190538,0.0005420083,0.03982703],"genre_scores_gemma":[0.9792345,0.0008287151,0.009459857,0.0001410299,0.00006922625,0.0006605675,0.00164654,0.00002393696,0.007935626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02901256,"threshold_uncertainty_score":0.0576874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2999414260315573,"score_gpt":0.3600684174217715,"score_spread":0.06012699139021421,"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."}}