{"id":"W2379082097","doi":"","title":"Canadian ESL Teaching with Non——English majon Teaching of Colleges in China","year":2005,"lang":"en","type":"article","venue":"The Border Economy and Culture","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"College English; Mathematics education; Teaching and learning center; Style (visual arts); China; Teaching english; Communicative language teaching; Teaching method; Psychology; Pedagogy; Computer science; Language education; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009007127,0.0002432164,0.0001770866,0.0008736515,0.008503556,0.001338863,0.0007109538,0.0002801875,0.009213234],"category_scores_gemma":[0.001545625,0.0002342917,0.0002250112,0.002377998,0.001144966,0.0006265583,0.001495318,0.0005193366,0.0003592341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03797617,"about_ca_system_score_gemma":0.08154609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.953685,"about_ca_topic_score_gemma":0.9903188,"domain_scores_codex":[0.9990134,0.0001097142,0.00003041398,0.0001203315,0.0002595779,0.0004664815],"domain_scores_gemma":[0.9967944,0.0001004509,0.000161396,0.00004872863,0.0005750228,0.00232008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009684788,0.0009488672,0.5436839,0.0005812611,0.00006921646,0.001968783,0.1020373,0.0009037966,0.007769507,0.01470708,0.03122986,0.295132],"study_design_scores_gemma":[0.00009704369,0.0003032548,0.8332695,0.000132575,0.00003605382,0.0002639187,0.06315567,0.0008740503,0.001785188,0.0005615668,0.09943847,0.00008265498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831499,0.0005890245,0.0001633335,0.00213614,0.00007317919,0.00004281175,0.0001290715,0.00002234644,0.01369418],"genre_scores_gemma":[0.9810328,0.0003832826,0.0003225735,0.0002700503,0.000009356888,0.00001320705,0.0001237323,0.000008589665,0.01783639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04631495,"threshold_uncertainty_score":0.2755377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004559508107606718,"score_gpt":0.2562803016659559,"score_spread":0.2517207935583492,"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."}}