{"id":"W1698137496","doi":"10.3968/j.css.1923669720120804.1157","title":"Teacher's Role in Students-Centered English Intensive Reading Class in China","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Reading (process); Mathematics education; Pedagogy; Foreign language; Constructivism (international relations); Foreign language teaching; Teaching method; Psychology; Computer science; Linguistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192324,0.00009323069,0.000128559,0.0003162024,0.0006302617,0.0002724414,0.0003785716,0.00004269387,0.0002287218],"category_scores_gemma":[0.0005168947,0.00009666635,0.00002800454,0.0001870621,0.0003864448,0.0005399181,0.00004680664,0.0004291503,0.00002877597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008062967,"about_ca_system_score_gemma":0.0001725805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1309323,"about_ca_topic_score_gemma":0.2923786,"domain_scores_codex":[0.9986187,0.00008900097,0.000145333,0.0001880043,0.000239498,0.0007194481],"domain_scores_gemma":[0.9995142,0.00002126211,0.00004501375,0.00008123389,0.00008071792,0.0002575547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001858433,0.00002276775,0.3352408,0.000002267475,0.000002001625,0.000005436971,0.6273593,7.95057e-7,0.00003246072,0.03335864,0.0008280649,0.003145609],"study_design_scores_gemma":[0.0003310038,0.00002086339,0.2310259,0.00006977051,0.000004231259,8.156728e-7,0.4423163,0.00005807189,0.000009843024,0.000177939,0.325693,0.0002922655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6958798,0.00005091592,2.219674e-7,0.0001859363,0.0005017622,0.0000640787,0.000003532711,0.00001923297,0.3032946],"genre_scores_gemma":[0.9972219,0.000001298764,0.000003672637,0.0005915331,0.0009045379,0.000006312564,0.000002612565,0.000009461231,0.001258619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324865,"threshold_uncertainty_score":0.8748549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421117851498589,"score_gpt":0.2716075569818911,"score_spread":0.2473963784669052,"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."}}