{"id":"W4283161039","doi":"10.35819/linguatec.v7.n1.5929","title":"Mato Escritores do Sul: uma sequência didática para a produção do gênero artigo de opinião no Ensino Médio Técnico Integrado","year":2022,"lang":"pt","type":"article","venue":"LínguaTec","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; U.S. Department of Agriculture; National Science Foundation","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001268374,0.0005963418,0.0006610784,0.0004208765,0.002366944,0.001805322,0.001014819,0.0001590898,0.02794642],"category_scores_gemma":[0.001089705,0.0005745438,0.0003383498,0.0003160861,0.000546198,0.0001786699,0.0008033827,0.001447215,0.001422034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004797381,"about_ca_system_score_gemma":0.001326428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814524,"about_ca_topic_score_gemma":0.0003111142,"domain_scores_codex":[0.994798,0.0005354185,0.0009203693,0.001008102,0.001233488,0.00150462],"domain_scores_gemma":[0.9967599,0.0003213366,0.0002842722,0.001203021,0.0009158797,0.0005156136],"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":[0.0004640247,0.001760638,0.003769768,0.0006844723,0.0004245029,0.000343542,0.1026931,0.00006298373,0.0002942832,0.4147461,0.4670505,0.00770607],"study_design_scores_gemma":[0.0007240698,0.0005961866,0.001068174,0.0002013935,0.0001188529,0.00004284827,0.03167328,0.00143287,0.0002487802,0.004697929,0.9583448,0.0008508523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935683,0.01026964,0.0001073596,0.01463604,0.02362834,0.00321058,0.002530394,0.0006659917,0.1513834],"genre_scores_gemma":[0.9070623,0.0001938308,0.0001925736,0.001091665,0.004949786,0.0003562813,0.0001964917,0.0001470055,0.08581005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912942,"threshold_uncertainty_score":0.9996706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371901353601812,"score_gpt":0.3208979197977764,"score_spread":0.2571789062617583,"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."}}