{"id":"W7112251466","doi":"","title":"A SYSTEM FOR TRAINING ENGLISH ORAL REACTION - THE JUNIOR LEVEL OF TAIWAN ENGLISH QUALIFY","year":2011,"lang":"en","type":"article","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Training (meteorology); Population; Test (biology); Quarter (Canadian coin); Tone (literature); First language","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":[0.00162268,0.0007605492,0.0004795264,0.0008505729,0.0003740986,0.0005992634,0.001168461,0.0009293601,0.02263242],"category_scores_gemma":[0.003758298,0.0002353583,0.0002768655,0.000285614,0.0001972162,0.0008214759,0.0007882596,0.0004630629,0.008280807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166666,"about_ca_system_score_gemma":0.0004818299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313,"about_ca_topic_score_gemma":0.0009908519,"domain_scores_codex":[0.9993982,0.0001784592,0.00008289521,0.0001879834,0.0001042066,0.00004817882],"domain_scores_gemma":[0.9979616,0.0009800695,0.000105484,0.0002570468,0.0004409903,0.0002547285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002453568,0.0009173387,0.008094267,0.000527208,0.00007339189,0.0006880634,0.001334053,0.001325482,0.09806578,0.0009093028,0.04452782,0.8410837],"study_design_scores_gemma":[0.002141128,0.008756626,0.05950362,0.0004947513,0.0007364032,0.003982453,0.002393495,0.317756,0.3501235,0.002495293,0.2508853,0.0007314935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1541882,0.0004663421,0.5242993,0.0007821707,0.0005653602,0.00311711,0.003468146,0.3001845,0.01292885],"genre_scores_gemma":[0.559348,0.0002735152,0.3957936,0.000565373,0.0002144506,0.002951143,0.005014481,0.002795117,0.03304428],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02263242,"threshold_uncertainty_score":0.07571298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3369814542627196,"score_gpt":0.2952797966781809,"score_spread":0.0417016575845387,"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."}}