{"id":"W4392406773","doi":"10.15700/saje.v43ns2a2469","title":"Core values of ethical leaders in South African schools","year":2023,"lang":"en","type":"article","venue":"South African Journal of Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Core (optical fiber); Pedagogy; Ethical leadership; Sociology; Psychology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01959989,0.0004784261,0.0005675948,0.002752366,0.01312912,0.009952066,0.0007596315,0.001598639,0.001466655],"category_scores_gemma":[0.02759074,0.0006664637,0.000259596,0.002135273,0.02987977,0.00526072,0.007862284,0.00399887,0.000164921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129963,"about_ca_system_score_gemma":0.01275527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002101,"about_ca_topic_score_gemma":0.005084703,"domain_scores_codex":[0.9703232,0.02127705,0.001051149,0.0009852336,0.003855157,0.002508269],"domain_scores_gemma":[0.9741261,0.01386554,0.005686517,0.0009685286,0.002450357,0.002903009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004614847,0.0000384728,0.009998224,0.0001970137,0.000009495246,0.0004325813,0.9371714,0.00007777043,0.001010521,0.03880464,0.0005110904,0.01170267],"study_design_scores_gemma":[0.00001574305,0.00008711537,0.0117906,0.0007377759,0.00001295844,0.0005347283,0.9203939,0.0002658016,0.000847286,0.03679989,0.02846547,0.00004875613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433079,0.002393126,0.005000836,0.009447573,0.0001390601,0.0001050407,0.00001491626,0.00002274471,0.03956874],"genre_scores_gemma":[0.9982324,0.0003151235,0.0006460195,0.0002210714,0.000008046437,0.00001744695,0.000003425295,0.000004691092,0.0005516983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959989,"threshold_uncertainty_score":0.1036553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164121785069364,"score_gpt":0.3976066581913067,"score_spread":0.2811944796843703,"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."}}