{"id":"W2806346464","doi":"10.3968/10103","title":"Study on the WeChat-Based After-Class Translation Teaching Mode of College English From the Perspective of Eco-Translatology","year":2018,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"College English; Perspective (graphical); Mathematics education; Class (philosophy); Competence (human resources); Translation (biology); Computer science; Sociology; Psychology; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.000811732,0.00009636497,0.0001557055,0.00001910014,0.0009949353,0.00005959658,0.0006264358,0.0001103847,0.0001096164],"category_scores_gemma":[0.00113992,0.00005275632,0.00008445909,0.0001768983,0.002112765,0.0002075312,0.00002863742,0.0002978162,0.000007374666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008493994,"about_ca_system_score_gemma":0.00008840186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009279488,"about_ca_topic_score_gemma":0.006497875,"domain_scores_codex":[0.9977462,0.001412172,0.0002857023,0.0001516226,0.0002409511,0.0001633415],"domain_scores_gemma":[0.9965973,0.001952404,0.0001595928,0.0004809009,0.0007759766,0.00003377634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002362985,0.0005035967,0.01534756,0.000003564908,0.00003980317,1.071675e-7,0.3770702,0.00001723432,0.0004592729,0.6048215,0.0001537598,0.001347134],"study_design_scores_gemma":[0.0014727,0.0009281349,0.316473,0.0001215746,0.0001598694,2.754657e-7,0.5436367,0.0008286749,0.005676661,0.1118861,0.0184322,0.0003840599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638233,0.0001043036,0.00003070789,0.0142439,0.000123056,0.000529673,0.00006663759,0.0000319064,0.02104649],"genre_scores_gemma":[0.9992604,0.000008998034,0.0001574707,0.0003000231,0.0001458683,0.00005496708,0.00001991358,0.00000476719,0.00004756031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4929354,"threshold_uncertainty_score":0.9973178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283057742474821,"score_gpt":0.4065181147681525,"score_spread":0.3536875373434042,"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."}}