{"id":"W7000133158","doi":"","title":"Educational administration in Toronto : a description : in part fulfilment of the requirements for the degree of Master of Educational Administration, Massey University, Palmerston North, New Zealand","year":2017,"lang":"en","type":"dissertation","venue":"Massey Research Online (Massey University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decentralization; Educational administration; Administration (probate law); Educational management; School administration; Degree (music); School system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412488,0.0002209146,0.0003657285,0.0005174464,0.0005250777,0.00005310429,0.00119931,0.0002646231,0.0003976136],"category_scores_gemma":[0.000968957,0.0002065383,0.0001870142,0.0007982777,0.0004987681,0.0005402256,0.00008065071,0.0004196573,0.000001498526],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572384,"about_ca_system_score_gemma":0.01014267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02463677,"about_ca_topic_score_gemma":0.8035836,"domain_scores_codex":[0.9967299,0.0007680815,0.0005419545,0.0004320299,0.001108987,0.0004191015],"domain_scores_gemma":[0.996584,0.0008699331,0.0008131558,0.0004990639,0.001098979,0.0001348938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002386756,0.003323866,0.8331246,0.0006773574,0.0003624979,0.000003154447,0.0795963,0.0000203338,0.0003456914,0.05538716,0.02041006,0.004362232],"study_design_scores_gemma":[0.001000077,0.000206249,0.694681,0.0004244228,0.00009331002,2.668382e-7,0.2403687,0.000007751538,0.00009849044,0.000843267,0.06207719,0.0001991759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8652204,0.0006223448,0.00002182459,0.09837214,0.001817395,0.003912416,0.0005685257,0.00001347899,0.02945146],"genre_scores_gemma":[0.8566743,0.0005967565,0.000197967,0.000009746089,0.000252377,0.00001074524,0.0008813351,0.00001543161,0.1413614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7789469,"threshold_uncertainty_score":0.9954689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3885216974254695,"score_gpt":0.4560153573808303,"score_spread":0.06749365995536083,"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."}}