{"id":"W2107493189","doi":"10.29173/cmplct8744","title":"Sustaining School Improvement","year":2006,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Self improvement; Public relations; Sociology; Psychology; Political science; Applied psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004763161,0.0005687599,0.0004630483,0.001699884,0.001825027,0.00371972,0.001268569,0.001430196,0.01273095],"category_scores_gemma":[0.01252607,0.0001527531,0.0005834511,0.001116121,0.001893945,0.002970944,0.005383217,0.00122118,0.002042276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656228,"about_ca_system_score_gemma":0.008372172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531678,"about_ca_topic_score_gemma":0.002369111,"domain_scores_codex":[0.9955044,0.001387998,0.0002449595,0.0005663747,0.001509945,0.0007863124],"domain_scores_gemma":[0.992074,0.00118695,0.001344786,0.001402352,0.002283953,0.001707971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000697936,0.0004307676,0.02185992,0.000693253,0.0001497664,0.0004350733,0.005022959,0.00317558,0.003858759,0.378669,0.02439213,0.561243],"study_design_scores_gemma":[0.0001152969,0.001296795,0.03589435,0.0007963511,0.0002731363,0.0007432435,0.008009732,0.006067226,0.007405587,0.3902716,0.5490622,0.00006448257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.207324,0.004983579,0.1474655,0.04531868,0.001082541,0.002049039,0.000686112,0.002066296,0.5890241],"genre_scores_gemma":[0.9484144,0.001573368,0.02384271,0.002061328,0.0002657165,0.0003801404,0.0003448749,0.00009455143,0.02302299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01273095,"threshold_uncertainty_score":0.04258931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560201796520246,"score_gpt":0.4369426997410432,"score_spread":0.2809225200890186,"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."}}