{"id":"W2897891387","doi":"10.4324/9780203387986","title":"The Self-Transforming School","year":2013,"lang":"en","type":"book","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"category_scores_codex":[0.000492362,0.0001090431,0.0001057473,0.00002679716,0.0009925816,0.000194538,0.0003175317,0.0001685675,0.002265896],"category_scores_gemma":[0.0001128991,0.00006887201,0.00008306282,0.00004219903,0.0002384799,0.00008976544,0.0000131324,0.0003186642,0.002448292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982475,"about_ca_system_score_gemma":0.001612472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478181,"about_ca_topic_score_gemma":0.003465443,"domain_scores_codex":[0.9990922,0.00008069912,0.0001315646,0.000131501,0.0002969705,0.000267103],"domain_scores_gemma":[0.9993298,0.0002713755,0.00005433545,0.0001417447,0.0000912242,0.0001115424],"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":[2.335056e-7,0.00000530278,0.00002772296,0.000005602444,0.00003741553,7.154232e-8,0.06087727,4.543346e-9,4.208897e-8,0.1672639,0.7642758,0.007506638],"study_design_scores_gemma":[0.00002370853,0.000002957542,0.0000504637,0.00001118994,0.00001478625,6.245232e-8,0.08940498,8.095724e-8,2.744715e-7,0.004991212,0.9054041,0.00009621231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003013241,0.001258671,0.000007419221,0.08549756,0.0006792392,0.0003238418,3.86169e-7,0.0001907973,0.9120391],"genre_scores_gemma":[0.0007031805,0.001296103,0.00009097362,0.0007112126,0.001272504,0.00005009363,0.000001670708,0.0000128776,0.9958614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1622726,"threshold_uncertainty_score":0.9986461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0874337510538231,"score_gpt":0.363143091425805,"score_spread":0.2757093403719819,"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."}}