{"id":"W1851653160","doi":"10.3968/j.hess.1927024020120201.2115","title":"Excellent English Teachers’ Classroom Strategies: A Case Study of Three College English Teachers in China","year":2012,"lang":"en","type":"article","venue":"Higher education of social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Class (philosophy); Mathematics education; Psychology; China; Classroom management; Pedagogy; Computer science; Political science","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":[0.001809278,0.0007096315,0.0006914473,0.001705806,0.01057974,0.001520141,0.001609414,0.001415033,0.002064733],"category_scores_gemma":[0.00404707,0.0005818061,0.000444463,0.001644206,0.002463702,0.00109483,0.002501981,0.001534943,0.0002969452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005009005,"about_ca_system_score_gemma":0.00422557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102156,"about_ca_topic_score_gemma":0.2589574,"domain_scores_codex":[0.9977404,0.0007027016,0.0001340444,0.0002461152,0.0002683716,0.0009084862],"domain_scores_gemma":[0.9969845,0.0007237613,0.0004542049,0.0001674078,0.0003638776,0.001306154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001203029,0.0006151088,0.1076389,0.0001336275,0.00002046246,0.04135604,0.8294148,0.0002324922,0.002868403,0.0004796014,0.0005158922,0.01660444],"study_design_scores_gemma":[0.00002865051,0.000512707,0.08474066,0.00008628674,0.00004210448,0.009590178,0.8954913,0.000527693,0.001714661,0.0001763183,0.007037638,0.00005172119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990975,0.00005667966,0.0001590979,0.00009510714,0.000002846795,0.00002221015,0.000006624366,0.000003586671,0.0005564135],"genre_scores_gemma":[0.9974862,0.00010242,0.000356544,0.00007458204,0.00000386073,0.00002043439,0.00001320673,0.000006892992,0.001935877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102156,"threshold_uncertainty_score":0.2191482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977388966167709,"score_gpt":0.3081721152282904,"score_spread":0.2683982255666133,"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."}}