{"id":"W2906302687","doi":"10.3968/10535","title":"The Research on the Cultivation Mode of Teachers Teaching Chinese to Speakers of Other Languages","year":2018,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Order (exchange); Mathematics education; Training (meteorology); Chinese language; Psychology; Sociology; Pedagogy; Business; Linguistics; Philosophy; Geography","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":[0.001699665,0.0002438003,0.0001891959,0.001328576,0.002321567,0.002200515,0.0005708149,0.0004019264,0.006495032],"category_scores_gemma":[0.003980759,0.0001879556,0.0002947868,0.001916962,0.002010262,0.003378213,0.0008676027,0.0007442129,0.0004457325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030093,"about_ca_system_score_gemma":0.007622815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01916806,"about_ca_topic_score_gemma":0.03014781,"domain_scores_codex":[0.9987239,0.0003184343,0.00007314265,0.0002691254,0.0003184124,0.000297068],"domain_scores_gemma":[0.9965977,0.001399264,0.0003916652,0.0001920928,0.0008547693,0.0005644123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001801294,0.0003829494,0.3787965,0.00184622,0.0000664917,0.001030618,0.2764439,0.0001916838,0.007704149,0.04726922,0.004740853,0.2813472],"study_design_scores_gemma":[0.00005140524,0.0003089042,0.5909157,0.0009957275,0.0001285423,0.00122196,0.3097202,0.000765105,0.004815246,0.008389842,0.08260329,0.00008406313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158445,0.003306568,0.003046602,0.003455495,0.0001574972,0.0001044711,0.00009321263,0.00002547028,0.0739661],"genre_scores_gemma":[0.9853896,0.002297348,0.00121979,0.0003407276,0.00004510198,0.00006548758,0.00005159328,0.00001302359,0.0105774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01916806,"threshold_uncertainty_score":0.03811294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255224003961755,"score_gpt":0.4959430887409599,"score_spread":0.4333908487013423,"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."}}