{"id":"W1557346311","doi":"","title":"A Chinese Teacher's Perspective on Professional Development in Literacy Education.","year":2008,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Pedagogy; Professional development; Literacy; Sociology; Faculty development; Psychology; Mathematics education","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":[0.0009274301,0.0002569971,0.0001375038,0.000980712,0.00380607,0.002269331,0.0003763554,0.001099044,0.003594924],"category_scores_gemma":[0.001560446,0.0001022829,0.00009931151,0.000885448,0.004756509,0.002106397,0.001160027,0.001534212,0.0001900361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005703711,"about_ca_system_score_gemma":0.006457864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07038403,"about_ca_topic_score_gemma":0.0980842,"domain_scores_codex":[0.9993445,0.0002765569,0.00002289013,0.00004656291,0.00007552942,0.0002339374],"domain_scores_gemma":[0.9991115,0.0002767589,0.00007337445,0.00002216573,0.000140716,0.0003755749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064435,0.0001118049,0.01828542,0.000379914,0.000008528823,0.00329672,0.4595906,0.0002731195,0.001069699,0.4288889,0.03470628,0.05328243],"study_design_scores_gemma":[0.00005893569,0.0002196183,0.09966037,0.0008046866,0.00003271746,0.00178102,0.4367734,0.00103812,0.001005375,0.03714575,0.4214226,0.00005746141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3986233,0.02559941,0.001189433,0.1440137,0.001247882,0.00007427084,0.00009178821,0.00002926976,0.4291308],"genre_scores_gemma":[0.9671615,0.004056367,0.0001691452,0.00205919,0.0001654235,0.00001793856,0.00001414781,0.000004946629,0.02635126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07038403,"threshold_uncertainty_score":0.1399487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266768284359965,"score_gpt":0.4518129256303858,"score_spread":0.3251360971943893,"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."}}