{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800966,0.0001638187,0.000171471,0.000623393,0.0006020502,0.00007419643,0.0003585819,0.0001033949,0.0002279209],"category_scores_gemma":[0.002212768,0.0001555149,0.00009234827,0.0003728762,0.0001314192,0.0004154638,0.00001543825,0.001718634,0.00003074827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004200696,"about_ca_system_score_gemma":0.004219447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002201141,"about_ca_topic_score_gemma":0.001219658,"domain_scores_codex":[0.9976607,0.0004185169,0.0003816698,0.000269436,0.000540328,0.0007293392],"domain_scores_gemma":[0.998912,0.0003882109,0.0001932765,0.0000553334,0.000356372,0.00009485648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002132936,0.0009642553,0.2163206,0.000009774937,0.00006708031,0.000005974823,0.7185981,0.0003304329,0.00001389965,0.0532587,0.0008271147,0.00939075],"study_design_scores_gemma":[0.001380203,0.0001264313,0.1204309,0.0003383876,0.000004194178,0.00005565838,0.6734058,0.00009331878,0.00001132941,0.008568062,0.1952334,0.0003522953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231547,0.002205791,0.0001889355,0.1563424,0.003623519,0.000526892,5.154325e-7,0.00006236141,0.0138948],"genre_scores_gemma":[0.9576178,0.0001378444,0.0002235271,0.000689699,0.0009371962,0.0001206172,0.000007221181,0.00001921658,0.04024689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944063,"threshold_uncertainty_score":0.999622,"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."}}