{"id":"W2053227498","doi":"10.1080/13632430120074437","title":"Building Change Capacity Within Secondary Schools Through Goal-driven and Living Organisations","year":2001,"lang":"en","type":"article","venue":"School Leadership and Management","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Organizational change; Government (linguistics); Sociology; Public relations; Theory of change; Qualitative research; Political science; Pedagogy; Social science","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":[0.002223824,0.0001868289,0.0002106003,0.0002390598,0.0004939881,0.0005847243,0.0002837778,0.00006923585,0.001363415],"category_scores_gemma":[0.0003103752,0.0001541134,0.00004099601,0.0005215707,0.00009522921,0.001497391,0.0002139642,0.0003181282,0.0002312469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007893158,"about_ca_system_score_gemma":0.00004836364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007934307,"about_ca_topic_score_gemma":0.0002223063,"domain_scores_codex":[0.9976481,0.0001783567,0.0004446738,0.0005354825,0.0008656616,0.0003277214],"domain_scores_gemma":[0.998954,0.0001796722,0.0001742473,0.000388199,0.0001111866,0.0001926738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008260537,0.0002838764,0.4970568,0.0004367286,0.0003348637,0.00005247733,0.04976977,0.0003267359,0.001025926,0.1900377,0.02887396,0.2317186],"study_design_scores_gemma":[0.001365342,0.00017756,0.7396882,0.0003749387,0.000112158,0.00004065016,0.09991939,0.003890639,0.0001255287,0.02884588,0.1247581,0.0007016222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91983,0.0007590555,0.01845635,0.03188322,0.0007512607,0.001444236,0.00001167573,0.0001785501,0.02668569],"genre_scores_gemma":[0.974178,0.000523778,0.01709243,0.005112937,0.0001854506,0.0000847596,0.00000270981,0.00001414212,0.002805841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426314,"threshold_uncertainty_score":0.9995494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3405425916178175,"score_gpt":0.4219221996463047,"score_spread":0.0813796080284872,"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."}}