{"id":"W2560273668","doi":"10.3138/cmlr.3086","title":"Two Expatriate English Instructors in China: Their Experiences, and Perspectives of Local Students and Teachers","year":2016,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expatriate; China; Style (visual arts); Disadvantaged; Curriculum; Psychology; Mathematics education; Pedagogy; Process (computing); Sociology; Computer science; Political science; Literature; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338116,0.0005643331,0.0007228632,0.001304888,0.01587939,0.003923604,0.001495913,0.001544022,0.005376573],"category_scores_gemma":[0.003329604,0.0004545072,0.0002548771,0.001850981,0.004171765,0.002558637,0.00514356,0.002534496,0.0007745096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003992018,"about_ca_system_score_gemma":0.006331691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04122964,"about_ca_topic_score_gemma":0.1092163,"domain_scores_codex":[0.9981027,0.0007501019,0.00006481906,0.0001860353,0.0002927829,0.0006035279],"domain_scores_gemma":[0.996443,0.0005474741,0.0003305685,0.0001050409,0.0004966999,0.002077309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004058647,0.0001596151,0.01729161,0.00005311921,0.000003764832,0.001990417,0.9703875,0.00001196177,0.0006876065,0.0004557457,0.001157405,0.007760689],"study_design_scores_gemma":[0.00000422775,0.00006895488,0.007377591,0.00003074468,0.000003304327,0.0003424323,0.985791,0.00002631884,0.0001319169,0.00003738583,0.006173177,0.00001289794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961571,0.0002698333,0.0000794045,0.0009896932,0.00002960984,0.00001716912,0.00001270877,0.000006905223,0.002437634],"genre_scores_gemma":[0.9865914,0.0005219501,0.0001317624,0.0009199659,0.00002983702,0.0000590484,0.00003644408,0.00001557261,0.01169391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04122964,"threshold_uncertainty_score":0.08197933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157473039562581,"score_gpt":0.2360446596859922,"score_spread":0.2202973557297341,"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."}}