{"id":"W4298119300","doi":"10.1007/s13384-022-00573-w","title":"What needs to happen for school autonomy to be mobilised to create more equitable public schools and systems of education?","year":2022,"lang":"en","type":"article","venue":"The Australian Educational Researcher","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Deakin University","keywords":"Autonomy; Accountability; Corporate governance; Public administration; Political science; Principal (computer security); Economic Justice; School choice; Sociology; Public relations; Pedagogy; Law; Management; Economics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002568051,0.0001280189,0.0001708851,0.000382924,0.001312306,0.0006401848,0.0009466488,0.00004726743,0.001626858],"category_scores_gemma":[0.001624546,0.00009954082,0.00006351688,0.001501669,0.0001684778,0.0004890726,0.0003363212,0.0002138657,0.00008593801],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252581,"about_ca_system_score_gemma":0.009310299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02351704,"about_ca_topic_score_gemma":0.0004759267,"domain_scores_codex":[0.9975359,0.000220823,0.0002981351,0.0002773434,0.0009501444,0.0007176433],"domain_scores_gemma":[0.9974201,0.0002896183,0.00007771947,0.0003786221,0.0008084437,0.001025502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007709657,0.0003866739,0.003555256,0.0000615946,0.00005882797,4.662976e-8,0.03467451,0.001150968,0.0003430296,0.1591503,0.7992601,0.001281557],"study_design_scores_gemma":[0.00008967463,0.00009771227,0.02148644,0.00003183023,0.000007188152,0.000001328097,0.2840644,0.000004225756,0.00002081271,0.002572333,0.6915064,0.0001176667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4685003,0.0001679457,0.00000434301,0.5253665,0.0007600244,0.002218605,0.0001024552,0.00001079145,0.00286899],"genre_scores_gemma":[0.6807681,0.00001637418,0.0003076102,0.003924341,0.0005737092,0.003284539,0.00005507936,0.00001699807,0.3110532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5214422,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287979664597249,"score_gpt":0.4475473565086296,"score_spread":0.3187493900489047,"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."}}