{"id":"W2376767831","doi":"","title":"The Teachers' Development in Educational Reform——Commentary on Fullan Michael's Educational Reform Ideas","year":2011,"lang":"en","type":"article","venue":"Higher Education of Sciences","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revelation; China; Pedagogy; Professional development; Political science; Education reform; Sociology; Mathematics education; Psychology; Primary education; Philosophy; Law","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":[0.01952587,0.0008425753,0.001403352,0.001309618,0.02007888,0.01169932,0.005954803,0.05940409,0.004427043],"category_scores_gemma":[0.04574526,0.0008933899,0.001308094,0.002184206,0.02833954,0.01174513,0.007057517,0.07600312,0.001050365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04486954,"about_ca_system_score_gemma":0.04855306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3437849,"about_ca_topic_score_gemma":0.4136282,"domain_scores_codex":[0.98224,0.006737438,0.0008738001,0.002053441,0.005002152,0.003093037],"domain_scores_gemma":[0.9707883,0.0204245,0.001263276,0.0004972215,0.004500293,0.002526469],"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":[0.00002718385,0.000009292817,0.0001018588,0.0001166095,0.000009378509,0.0001929817,0.003690867,0.00005082217,0.00004598289,0.07636271,0.9159717,0.003420539],"study_design_scores_gemma":[0.00005055705,0.00001733041,0.0007531175,0.0007990023,0.00001739074,0.0001385532,0.004131258,0.00008479277,0.0001344446,0.01347485,0.9803396,0.00005905573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002529969,0.004397715,0.00003488038,0.9866903,0.005255256,0.000004340037,0.00001320357,0.000004100084,0.003347223],"genre_scores_gemma":[0.00739839,0.001793494,0.0000586821,0.9788876,0.005409027,0.00002211508,0.000005944727,0.00001368231,0.006411104],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3437849,"threshold_uncertainty_score":0.6835678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131084563130871,"score_gpt":0.3420980116331814,"score_spread":0.2907871660018727,"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."}}