{"id":"W2993077838","doi":"","title":"The impact of external agencies on school improvement in England, Sweden, Netherlands, Singapore and Canada Ontario","year":2009,"lang":"en","type":"article","venue":"","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Geography","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":[0.003109011,0.0001992648,0.0005386911,0.001505729,0.004808812,0.004964523,0.0009983439,0.0008675332,0.005867307],"category_scores_gemma":[0.01592796,0.0002128593,0.0005158799,0.002762762,0.002404289,0.001204774,0.003794075,0.001131326,0.0002921848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06384116,"about_ca_system_score_gemma":0.08742823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651098,"about_ca_topic_score_gemma":0.9882862,"domain_scores_codex":[0.9909175,0.002682477,0.0004772681,0.0003617709,0.002107762,0.003453244],"domain_scores_gemma":[0.9711211,0.0034885,0.002758531,0.0006097348,0.01265188,0.009370279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001570625,0.0005250524,0.8540472,0.0005294887,0.0002667955,0.001087743,0.02497101,0.002730915,0.0003409265,0.01255182,0.02292701,0.07845142],"study_design_scores_gemma":[0.00004646858,0.0001850683,0.9414186,0.0001833792,0.00008719476,0.00009392294,0.03214861,0.0005617273,0.000221358,0.0002394774,0.02478182,0.0000324502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655682,0.001006124,0.00007821198,0.004687336,0.00005341178,0.00005785603,0.0006987425,0.00002089271,0.02782927],"genre_scores_gemma":[0.9893419,0.0005572567,0.00006448117,0.0002205395,0.00000974103,0.0000186193,0.0002425368,0.000009659919,0.009535253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9361588,"threshold_uncertainty_score":0.4632022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977919206881197,"score_gpt":0.3639036569404825,"score_spread":0.3141244648716706,"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."}}