{"id":"W4224444466","doi":"10.51891/rease.v8i3.4746","title":"ENSINO DA LÍNGUA INGLESA EM TEMPOS DE ENSINO REMOTO","year":2022,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005268659,0.001302531,0.001770118,0.001042363,0.005593491,0.001674434,0.003075472,0.0004653465,0.0085536],"category_scores_gemma":[0.002953558,0.001700064,0.0008186378,0.004096512,0.001267379,0.0005202083,0.001065449,0.002955072,0.0005646926],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01280373,"about_ca_system_score_gemma":0.01439351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01818574,"about_ca_topic_score_gemma":0.00224745,"domain_scores_codex":[0.9848815,0.004785974,0.002020215,0.002356816,0.002569629,0.003385868],"domain_scores_gemma":[0.9916941,0.001611424,0.002033873,0.002392551,0.0005410829,0.001727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998271,0.002481864,0.05752231,0.0009629205,0.0007441108,0.0004276295,0.4612489,0.0003842227,0.00417845,0.01241307,0.4379218,0.02151487],"study_design_scores_gemma":[0.0007901487,0.0004858096,0.01559467,0.0004183502,0.0005579608,0.0002556409,0.2040363,0.0001668435,0.0001111597,0.000504426,0.7748888,0.002189931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687467,0.008993569,0.0002477889,0.007235953,0.003466693,0.002253915,0.0001758675,0.0007270459,0.008152488],"genre_scores_gemma":[0.9374816,0.0007687949,0.0009662703,0.01152635,0.003350316,0.0002941919,0.0001154163,0.000358934,0.04513806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3369669,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597873812835088,"score_gpt":0.3467165756130903,"score_spread":0.2907378374847395,"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."}}