{"id":"W1804336640","doi":"10.3968/7267","title":"Perceptions of Leadership Ethics of Principals in Saudi Arabian High Schools","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Perception; Population; Medical education; Psychology; Political science; Sociology; Medicine; Demography","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":[0.004401166,0.0002362775,0.0003333531,0.001025498,0.002098934,0.00266303,0.0002642515,0.0004619712,0.002077211],"category_scores_gemma":[0.006922112,0.0002949138,0.0002295168,0.0006115597,0.001341143,0.0007255034,0.001072556,0.0008962854,0.0002048389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461088,"about_ca_system_score_gemma":0.002692669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005090497,"about_ca_topic_score_gemma":0.009161802,"domain_scores_codex":[0.9968082,0.001350121,0.0002063247,0.0001087454,0.0009411205,0.0005855045],"domain_scores_gemma":[0.9860243,0.001946073,0.0049408,0.0002021501,0.002625079,0.004261574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001933315,0.0003243412,0.8290286,0.0002170283,0.00005220227,0.0007901721,0.1425496,0.00009386609,0.00271948,0.0009919322,0.001447174,0.02159232],"study_design_scores_gemma":[0.00002305822,0.0006486072,0.6200568,0.0001756513,0.00002266606,0.0005950535,0.3708359,0.0002228542,0.0004152497,0.0002505137,0.006719851,0.000033805],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988052,0.0001353307,0.00004215776,0.0002498455,0.000008191563,0.000006944707,0.000005490835,0.000001441507,0.0007454905],"genre_scores_gemma":[0.9995171,0.0001323994,0.00004435279,0.00006487162,0.000006333869,0.000002759399,0.000005418038,5.627722e-7,0.0002261135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005090497,"threshold_uncertainty_score":0.02327585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2023926290402991,"score_gpt":0.4426628984402107,"score_spread":0.2402702693999116,"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."}}