{"id":"W6948831981","doi":"10.5281/zenodo.10073499","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":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00144938,0.0004002947,0.0003689516,0.0002410852,0.001513776,0.0009739749,0.001326522,0.0005287851,0.001333078],"category_scores_gemma":[0.003438859,0.0003944543,0.0002002335,0.0006979627,0.0005353132,0.00002695299,0.001659388,0.0006396191,0.002361887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619444,"about_ca_system_score_gemma":0.00006127328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002708801,"about_ca_topic_score_gemma":0.000007442181,"domain_scores_codex":[0.9955441,0.001458708,0.0005035829,0.0008491193,0.0004132848,0.001231171],"domain_scores_gemma":[0.9979937,0.0001037807,0.0001893656,0.0007386307,0.0004312755,0.0005432669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001336728,0.0003388141,0.00008442452,0.0003190844,0.0004069209,0.0004697189,0.0212064,0.00004166243,0.402594,0.0003022286,0.2060764,0.3668236],"study_design_scores_gemma":[0.001627603,0.002387118,0.01362293,0.0003339734,0.0001429141,0.001122796,0.01043366,0.001524173,0.0281093,0.0002174191,0.9396155,0.0008626068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860606,0.0008033891,0.003066973,0.003271275,0.0001882042,0.0004606597,0.0004137981,0.0008273529,0.004907761],"genre_scores_gemma":[0.9890248,0.0007236121,0.001233406,0.000544905,0.0004612045,3.549414e-7,0.001864397,0.0009725367,0.005174825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7335391,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289752165333982,"score_gpt":0.3191198383502249,"score_spread":0.2562223166968851,"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."}}