{"id":"W2606415383","doi":"10.5539/elt.v10n5p91","title":"On Culture Infiltration and the Strategy Integrated with Specialty Characteristics in College English Teaching","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Specialty; Psychology; College English; Cultural competence; Pedagogy; Language education; Teaching method; Competence (human resources); Language acquisition; Mathematics education; Communication","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":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001726612,0.0002971308,0.0003751564,0.0001194417,0.002143377,0.001604879,0.0003764218,0.00009491176,0.0002769441],"category_scores_gemma":[0.003973023,0.0001795341,0.00005804432,0.00001769177,0.0003239225,0.0006614834,0.00006404568,0.002422015,0.000004971526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006166011,"about_ca_system_score_gemma":0.00003474035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408497,"about_ca_topic_score_gemma":0.008772152,"domain_scores_codex":[0.9981811,0.0005807471,0.0003145458,0.0003536097,0.0002402042,0.0003297735],"domain_scores_gemma":[0.9986595,0.0003783182,0.0003211734,0.0005139094,0.0000589687,0.00006811109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001580564,0.00005345801,0.001078054,0.00001977066,0.00003344541,0.00007359753,0.7137781,0.00001339825,0.00001464441,0.2676448,0.0002662633,0.01686634],"study_design_scores_gemma":[0.005190645,0.0003195213,0.002642654,0.0006325581,0.00007654691,0.00001436416,0.9537044,0.001031522,0.00003559448,0.0003755575,0.03525509,0.0007215223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.79544,0.0001032284,0.00002298907,0.00008616797,0.000478832,0.00024931,0.00004852277,0.0001661736,0.2034047],"genre_scores_gemma":[0.9924917,0.000004836445,0.0001047606,0.0003236909,0.002648023,0.00002070577,0.00009033913,0.00004236891,0.004273625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672693,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513559409228324,"score_gpt":0.2318930299410963,"score_spread":0.2223794705318679,"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."}}