{"id":"W7100683034","doi":"","title":"1 Copyright © Canadian Academy of Oriental and Occidental Culture Application of Communicative Method in EFL Listening and Speaking Class","year":2015,"lang":"en","type":"article","venue":"","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Active listening; Class (philosophy); Discourse analysis; Listening comprehension; Style (visual arts)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002712744,0.00006878073,0.0001853156,0.00009457138,0.00007511393,0.00002658033,0.00009114841,0.00004458919,0.00006675229],"category_scores_gemma":[0.00001387582,0.0000542478,0.00002180556,0.00004603274,0.0002008247,0.0001605048,0.00004626732,0.0001140683,8.56922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335344,"about_ca_system_score_gemma":0.00001781177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08866124,"about_ca_topic_score_gemma":0.2491168,"domain_scores_codex":[0.999439,0.00006659045,0.0002080226,0.0001058346,0.00008410926,0.00009643896],"domain_scores_gemma":[0.9996706,0.00004110744,0.00008035109,0.00007006889,0.00004867479,0.00008918184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001783191,0.00003769057,0.01084457,0.00003122997,0.00004918298,9.67543e-7,0.09846323,0.000003349792,0.0008808174,0.8866886,0.0004719653,0.002510519],"study_design_scores_gemma":[0.002934657,0.0002993598,0.02121711,0.0003074249,0.0003602052,0.00004005509,0.5745971,0.01970682,0.01452639,0.02656691,0.3385956,0.0008483813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7029147,0.001566149,0.0005035908,0.0009108338,0.00003704905,0.0002582238,0.0000793522,0.00001410575,0.293716],"genre_scores_gemma":[0.9984501,0.00001842941,0.0009500894,0.0001433468,0.00002812513,0.000003890165,0.00001301261,0.000003991171,0.0003890162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8601217,"threshold_uncertainty_score":0.9174075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430657591881884,"score_gpt":0.3197575179666033,"score_spread":0.276691758778415,"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."}}