{"id":"W2289270225","doi":"","title":"A Chinese Teacher's on Professional Development in Literacy Education, 12(10)","year":2008,"lang":"en","type":"article","venue":"IEJLL: International Electronic Journal for Leadership in Learning","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Narrative; Situated; Professional development; Pedagogy; Autonomy; Participant observation; China; Teacher education; Narrative inquiry; Sociology; Psychology; Mathematics education; Political science; Social science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009390923,0.000218769,0.0001964782,0.0007002157,0.0004745046,0.0001728077,0.0003202233,0.00007347892,0.001619244],"category_scores_gemma":[0.0006136599,0.0001894011,0.00009944963,0.00009009753,0.00007158289,0.0007665248,0.00001631858,0.001386339,0.00009084116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065288,"about_ca_system_score_gemma":0.001951692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004844426,"about_ca_topic_score_gemma":0.0004201086,"domain_scores_codex":[0.9978737,0.0001519597,0.0006006017,0.0002707946,0.0004377262,0.0006651935],"domain_scores_gemma":[0.9989931,0.000272232,0.000261664,0.00008206815,0.000301659,0.00008926433],"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":[0.000587263,0.001546425,0.08121388,0.00007398351,0.0000964861,0.00001166715,0.8661444,0.000496017,0.00002252344,0.01767713,0.006315382,0.02581481],"study_design_scores_gemma":[0.00258457,0.0004229973,0.03668837,0.001121126,0.00001052334,0.0002610415,0.09844498,0.001247756,0.00005337286,0.009303445,0.8492181,0.0006436691],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861454,0.0005778772,0.00003585055,0.004337579,0.005023843,0.0002487841,0.000001292682,0.00003115474,0.003598186],"genre_scores_gemma":[0.8549011,0.00004043543,0.00009724929,0.0005897162,0.002382501,0.000124126,0.0001019119,0.00003070038,0.1417322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8429028,"threshold_uncertainty_score":0.9992934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07298321338016965,"score_gpt":0.3306398645838997,"score_spread":0.25765665120373,"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."}}