{"id":"W3018235202","doi":"10.5539/hes.v10n2p145","title":"Role of University Principals’ Leadership Strategies on Teachers’ and Management Performance: Mediating Role of Support and Rewards in Australia and Pakistan","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Transactional leadership; Likert scale; Psychology; Leadership style; Educational leadership; Public relations; Pedagogy; Political science; Social psychology","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":[0.0001620565,0.0001206989,0.0001801792,0.0001659195,0.00006885167,0.00004480214,0.00006439553,0.00003125775,0.00002744499],"category_scores_gemma":[0.00000896355,0.0001201171,0.00001158653,0.000278113,0.0001398689,0.0005364922,0.000104239,0.00006236554,0.000002734213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000176182,"about_ca_system_score_gemma":0.00001748214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000577,"about_ca_topic_score_gemma":0.00002365799,"domain_scores_codex":[0.9993297,0.00001432862,0.0001851093,0.0002039464,0.0001465671,0.0001203394],"domain_scores_gemma":[0.9996562,0.0000288271,0.0001536921,0.00006347422,0.00008398297,0.00001379545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016598,0.0001343153,0.5151389,0.003610621,0.0001898819,0.000001392499,0.01230634,0.00004510704,0.0006400241,0.4651941,0.001050049,0.001587625],"study_design_scores_gemma":[0.0002996608,0.00003153661,0.7037088,0.0000850449,0.00006989259,1.120657e-7,0.2835699,0.00001387705,0.00006441861,0.0007592683,0.01128113,0.0001163347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875961,0.0004594071,6.38782e-7,0.001955973,0.00006026175,0.0001686148,0.000001619759,0.00002156845,0.009735811],"genre_scores_gemma":[0.9985132,0.0003246442,0.00009192006,0.0002869677,0.0000989481,0.000003760973,0.000009644737,0.000008057733,0.0006628452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4644348,"threshold_uncertainty_score":0.4898234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07728451301909468,"score_gpt":0.2968234593891492,"score_spread":0.2195389463700545,"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."}}