{"id":"W2884511462","doi":"","title":"Secondary School Principals and Leadership Coaching","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Educational leadership; Psychology; Pedagogy; Leadership style; Shared leadership; Mathematics education; Political science; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004381047,0.0001445595,0.0002873784,0.00004237573,0.001060694,0.00005752651,0.0003980371,0.0002724879,0.01517391],"category_scores_gemma":[0.000223752,0.000195044,0.00009021131,0.00002027405,0.0003400746,0.0005314929,0.00002649382,0.0002953932,0.00002587941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779405,"about_ca_system_score_gemma":0.0005747813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2991937,"about_ca_topic_score_gemma":0.7022509,"domain_scores_codex":[0.9989797,0.0001757733,0.00007172813,0.0002638651,0.0002634873,0.0002454855],"domain_scores_gemma":[0.9990868,0.0000742777,0.0003260686,0.0002302765,0.0001068789,0.0001757048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005126736,0.00003319437,0.002578652,0.0002175847,0.0001091317,0.000002997044,0.9334043,6.654263e-8,0.00002502838,0.001500248,0.003368337,0.05870925],"study_design_scores_gemma":[0.0001855503,0.00001271516,0.3156653,0.00008896373,0.00005565595,1.103877e-7,0.6533595,3.686064e-7,0.000002858208,0.00001494957,0.03048005,0.0001339506],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1150901,0.0086649,0.00000438457,0.01192839,0.0007004603,0.0002885249,0.00000873536,0.00007707869,0.8632374],"genre_scores_gemma":[0.7249295,0.0009991239,0.0001401263,0.00003094869,0.0001208145,3.231388e-7,0.00002726118,0.000009085867,0.2737429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6098393,"threshold_uncertainty_score":0.9857264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545030038570063,"score_gpt":0.3692785939387919,"score_spread":0.2147755900817855,"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."}}