{"id":"W6991078071","doi":"","title":"An examination of how system orientated educational policies and processes affect leadership of transformative schools","year":2023,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Formative assessment; Educational leadership; Unintended consequences; Numeracy; Value (mathematics); Professional learning community; Transformational leadership; Compliance (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003212,0.0002196715,0.0002932115,0.001818224,0.003388401,0.008570652,0.0008571869,0.0009118801,0.003085685],"category_scores_gemma":[0.02059732,0.0002633269,0.0004602015,0.001822884,0.008938163,0.004194041,0.004362738,0.001955172,0.0002260013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0149776,"about_ca_system_score_gemma":0.009397858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02369086,"about_ca_topic_score_gemma":0.03094775,"domain_scores_codex":[0.9905732,0.005156065,0.0003277293,0.0007980939,0.001191628,0.001953318],"domain_scores_gemma":[0.9754868,0.01202988,0.006065718,0.001399868,0.003236609,0.00178108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003631174,0.00078142,0.4747234,0.0005136582,0.0002163929,0.0007599608,0.3624197,0.002520407,0.00340035,0.09582791,0.001481226,0.05699251],"study_design_scores_gemma":[0.00004205011,0.0004647481,0.6987413,0.0002899112,0.00008072799,0.00009306784,0.2652008,0.002709221,0.001682409,0.016396,0.01423517,0.00006460105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699761,0.0002088192,0.001315003,0.002710276,0.00002367919,0.00009157223,0.00004901751,0.00001587469,0.02560972],"genre_scores_gemma":[0.9991472,0.00005700476,0.0002310386,0.00008183804,0.000002794483,0.00001327416,0.000008763816,0.000003851883,0.0004544068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02369086,"threshold_uncertainty_score":0.1086707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2348695198227708,"score_gpt":0.4176601841934022,"score_spread":0.1827906643706314,"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."}}