{"id":"W2094280790","doi":"10.4236/ce.2014.58069","title":"School Management Competencies: Perceptions and Self-Efficacy Beliefs of School Principals","year":2014,"lang":"en","type":"article","venue":"Creative Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université Laval","funders":"","keywords":"Nomination; Christian ministry; Perception; Psychology; School administration; Medical education; Professional development; Administration (probate law); Pedagogy; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004516103,0.00009177501,0.0001278552,0.0001187445,0.0003679723,0.00004680951,0.0001231203,0.00004470337,0.001395275],"category_scores_gemma":[0.0004056091,0.00009110838,0.00003393635,0.0002359891,0.0002789629,0.0001584218,0.00002015568,0.00009193433,0.0001462678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461184,"about_ca_system_score_gemma":0.0003003199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004709546,"about_ca_topic_score_gemma":0.0001034514,"domain_scores_codex":[0.9989725,0.000302703,0.0001754155,0.0001983247,0.0001924112,0.0001585829],"domain_scores_gemma":[0.9992957,0.0001234774,0.00009334423,0.0001592264,0.0001564994,0.0001717152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000008201377,0.00196772,0.09993742,0.00009178438,0.000122445,3.898273e-8,0.7561052,0.000003761972,0.00004975791,0.08993915,0.01305198,0.0387225],"study_design_scores_gemma":[0.0001100909,0.00002103893,0.6154851,0.00004063249,0.00002967911,1.071474e-7,0.3056068,0.000001487063,0.000006805174,0.0004229326,0.07820253,0.0000728363],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533959,0.0003533864,0.0001722489,0.01190891,0.0003127909,0.0005993713,0.000002128978,0.0001025443,0.2331527],"genre_scores_gemma":[0.9865766,0.0005383285,0.002671936,0.0002838353,0.0003659914,0.0000941253,0.000008269304,0.000007148661,0.009453814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5155476,"threshold_uncertainty_score":0.9995176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07228050177413886,"score_gpt":0.3909146878909574,"score_spread":0.3186341861168185,"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."}}