{"id":"W2118643047","doi":"10.3968/j.ccc.1923670020130903.3058","title":"How Chinese Exchange Students Adapt to Their Academic Course Learningin a US University: A Fresh Look at College English Teaching in China","year":2013,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Tracking (education); Mathematics education; Curriculum; Face (sociological concept); Diligence; Psychology; Pedagogy; Sociology; Medical education; Political science; Medicine; Social science; Social psychology","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"],"consensus_categories":[],"category_scores_codex":[0.0007440503,0.000283486,0.0002902189,0.0001445076,0.002025026,0.001041981,0.001171278,0.0001379852,0.0003435115],"category_scores_gemma":[0.0003676112,0.0002282721,0.00009956336,0.0001152894,0.0003092788,0.001710858,0.0007579938,0.001600951,0.0000952743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420661,"about_ca_system_score_gemma":0.0000189351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141821,"about_ca_topic_score_gemma":0.006236899,"domain_scores_codex":[0.9981529,0.0006108644,0.0002436464,0.0003184973,0.000280509,0.000393573],"domain_scores_gemma":[0.998703,0.000168158,0.0002042025,0.0005929188,0.0001977435,0.0001339987],"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":[0.00009557877,0.000224562,0.2022981,0.00005865997,0.0000793997,0.000006451703,0.7666251,0.0003713552,0.0007783822,0.007883314,0.01638338,0.005195684],"study_design_scores_gemma":[0.001216117,0.000109648,0.2208996,0.000270328,0.00002101576,0.000004611743,0.09135158,0.0006909144,0.00001255151,0.0001522175,0.6847665,0.0005048196],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833849,0.0006592804,0.00000312604,0.002534705,0.0001550353,0.0005280892,0.00003896107,0.0002672155,0.01242869],"genre_scores_gemma":[0.9543935,0.0001009881,0.0000847148,0.0002005837,0.0002497521,0.00003041896,0.0001577688,0.00003264335,0.04474963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6752735,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437288660181619,"score_gpt":0.2956557342207778,"score_spread":0.2712828476189617,"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."}}