{"id":"W2134816092","doi":"10.5539/ies.v3n3p201","title":"The Survey and Analysis of Excellent Senior High School Physics Teachers’ Professional Growth Actuality","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School teachers; Professional development; Mathematics education; China; Faculty development; Medical education; Pedagogy; Psychology; Political science; Medicine","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":[0.001794957,0.0001074281,0.0001936593,0.001726717,0.0004464639,0.0002470201,0.0001825954,0.0001959017,0.001475626],"category_scores_gemma":[0.003787566,0.0001976121,0.00016785,0.00143397,0.000232965,0.0003635326,0.0004164756,0.000456165,0.0006621583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015524,"about_ca_system_score_gemma":0.0009446685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008092976,"about_ca_topic_score_gemma":0.009741554,"domain_scores_codex":[0.9989261,0.0003074069,0.0001476491,0.0001058297,0.0003039858,0.0002089684],"domain_scores_gemma":[0.9952101,0.0008486102,0.0009253346,0.0002435089,0.00174518,0.001027185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004443569,0.000213846,0.9845301,0.00002510454,0.000006481268,0.00006507891,0.002896975,0.00009033822,0.0004385123,0.00009711055,0.001122785,0.01046928],"study_design_scores_gemma":[0.000002319059,0.00008086554,0.9966612,0.000003107817,0.00000194634,0.00004275684,0.001827794,0.0001578803,0.0001341419,0.00001692201,0.001067915,0.000003206216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980528,0.00001740905,0.0001840245,0.00004813617,0.000003272033,0.00004747375,0.0004962261,0.000006757978,0.001143798],"genre_scores_gemma":[0.9959597,0.00005698494,0.0004329115,0.00004839853,0.00000878185,0.0001603345,0.00121954,0.000004239156,0.002109047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008092976,"threshold_uncertainty_score":0.0160917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337952296917437,"score_gpt":0.4067400633172999,"score_spread":0.3633605403481256,"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."}}