{"id":"W2728596954","doi":"","title":"DESAFIOS EM RELAÇÃO AO USO DA LÍNGUA INGLESA: CONSIDERAÇÕES A PARTIR DE EXPERIÊNCIAS DE UM GRUPO DE UNIVERSITÁRIOS BRASILEIROS EM CONTEXTO DE INTERCÂMBIO","year":2016,"lang":"pt","type":"article","venue":"revista Linguasagem","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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":[0.01681571,0.000481395,0.0008674328,0.002381107,0.02282756,0.01404198,0.002214592,0.002986361,0.003962801],"category_scores_gemma":[0.0195387,0.0005164834,0.0005094247,0.004503912,0.02451369,0.006487418,0.01043921,0.003683741,0.0003114176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02042994,"about_ca_system_score_gemma":0.01530248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2243894,"about_ca_topic_score_gemma":0.3329759,"domain_scores_codex":[0.979235,0.01458323,0.0004394638,0.001241372,0.002302532,0.002198261],"domain_scores_gemma":[0.984621,0.008870606,0.001273074,0.0007715333,0.001868152,0.002595552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001788982,0.00002234007,0.00478683,0.00004314863,0.000004858343,0.0003077391,0.9825621,0.00002705255,0.0001693425,0.006743582,0.0003303635,0.004984824],"study_design_scores_gemma":[0.000003637848,0.0000270821,0.008219891,0.0001090222,0.0000110945,0.0001153344,0.9765987,0.00006033611,0.00009170637,0.001785101,0.01296304,0.00001506196],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925591,0.003015072,0.001599965,0.01866961,0.00007193524,0.00005997417,0.00003421477,0.00001796665,0.05094021],"genre_scores_gemma":[0.9959856,0.0007889634,0.0003717564,0.0005532986,0.00001090075,0.00002089109,0.000008932328,0.00000991419,0.002249681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243894,"threshold_uncertainty_score":0.4461666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06441188207252617,"score_gpt":0.3291958363583249,"score_spread":0.2647839542857987,"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."}}