{"id":"W6892448657","doi":"10.5281/zenodo.10073500","title":"ENSINO INTERCULTURAL DE ESTEREÓTIPOS EM ATIVIDADES DE LÍNGUA ESTRANGEIRA: UMA REFLEXÃO CRÍTICA E DIALÓGICA PARA UMA POSIÇÃO RESPONSIVA EM SALA DE AULA","year":2023,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Order (exchange); Happening","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002355613,0.0004496183,0.000424971,0.0006632458,0.005130161,0.006213529,0.001566474,0.0002291013,0.02270099],"category_scores_gemma":[0.004183812,0.0004536124,0.0002128966,0.0007008857,0.0005726468,0.0002997352,0.001384487,0.0009936633,0.01362947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529035,"about_ca_system_score_gemma":0.0001164011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211446,"about_ca_topic_score_gemma":0.00003269064,"domain_scores_codex":[0.9944316,0.0016295,0.0006982004,0.0008094861,0.0008029041,0.001628358],"domain_scores_gemma":[0.9962964,0.0003157351,0.0002313474,0.000808993,0.001593025,0.0007544767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000915377,0.0006964269,0.00006262345,0.0006643292,0.0004251435,0.0004871257,0.388556,0.0000848691,0.006506584,0.04818798,0.4933141,0.06009951],"study_design_scores_gemma":[0.0008340303,0.0007609402,0.005133746,0.0003254118,0.0001039087,0.0002278619,0.04246849,0.00293666,0.000603976,0.001171356,0.9447975,0.0006361485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110293,0.0003829547,0.0004287041,0.006258299,0.0007110756,0.001162025,0.001166061,0.001660112,0.07720143],"genre_scores_gemma":[0.9579716,0.0004076445,0.0002369402,0.0004981343,0.001706808,6.546425e-7,0.001617961,0.001579194,0.03598111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4514834,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127285884533946,"score_gpt":0.3300479870526036,"score_spread":0.217319398599209,"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."}}