{"id":"W6959193690","doi":"10.11575/jet.v43i2.52303","title":"The Four Ethical Commitments in Educational Administration","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethical issues; Administration (probate law); Professional ethics; Ethical leadership; Ethical decision; Educational administration; Ethical theories","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03109552,0.0006172627,0.0005049687,0.003169415,0.01673349,0.01858091,0.002455927,0.006011384,0.002502273],"category_scores_gemma":[0.0309149,0.0005982204,0.0006253902,0.001777983,0.1063862,0.007850234,0.009569061,0.009699449,0.0004342739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0313599,"about_ca_system_score_gemma":0.06771197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08780678,"about_ca_topic_score_gemma":0.07813556,"domain_scores_codex":[0.946144,0.03470222,0.001717447,0.001970778,0.01106109,0.004404518],"domain_scores_gemma":[0.9746528,0.0129985,0.001877312,0.002306402,0.004770124,0.003394836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004969919,0.00001081178,0.0002674324,0.00001534876,0.000002111388,0.00004541767,0.01580093,0.0002561308,0.00005132415,0.9790031,0.000786795,0.003755562],"study_design_scores_gemma":[0.00002410944,0.00002954531,0.001805989,0.0004011425,0.000009608033,0.00009513197,0.05790478,0.001306265,0.0003839028,0.8416805,0.09629764,0.00006144414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1060072,0.002720235,0.08355353,0.1641639,0.0005670818,0.0004787286,0.00006441399,0.0001378412,0.642307],"genre_scores_gemma":[0.958381,0.0005584626,0.02416294,0.002516464,0.0000618093,0.0002288124,0.00001488139,0.00003260446,0.01404298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08780678,"threshold_uncertainty_score":0.227533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833444005856742,"score_gpt":0.3256485201580909,"score_spread":0.2973140800995235,"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."}}