{"id":"W4379058796","doi":"10.15210/rle.v25i3.6467","title":"DESINFORMAÇÃO, FAKE NEWS E DISCURSOS DE ÓDIO EM PERSPECTIVA DIALÓGICA","year":2023,"lang":"pt","type":"article","venue":"Revista Linguagem & Ensino","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Dial; Political science; Physics; Acoustics","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008748148,0.0004159448,0.0005327812,0.0003633513,0.0008918626,0.001490436,0.0007731534,0.0003960601,0.0003373435],"category_scores_gemma":[0.003829924,0.0003952507,0.0003865336,0.002503443,0.0005091499,0.0004876607,0.0002754905,0.0005076285,0.002097562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918438,"about_ca_system_score_gemma":0.0008206391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005993312,"about_ca_topic_score_gemma":0.0004746207,"domain_scores_codex":[0.9967667,0.0001975879,0.0006024762,0.0006261428,0.0006306361,0.001176397],"domain_scores_gemma":[0.9979446,0.0003790624,0.0003204522,0.0007681911,0.0002253257,0.0003623967],"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":[0.00005972843,0.0003673355,0.0108439,0.0004050946,0.0001758795,0.0002398409,0.4143962,0.00003697792,0.0002630818,0.1751448,0.2018744,0.1961928],"study_design_scores_gemma":[0.0002617295,0.00008892548,0.004395323,0.0002801451,0.00007385715,0.0000107275,0.4616087,0.00009887285,0.0002121248,0.001438008,0.5308865,0.0006450085],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575392,0.004222893,0.0001916761,0.01482127,0.001593014,0.001186396,0.0000477153,0.003180445,0.1172174],"genre_scores_gemma":[0.9312962,0.002798192,0.0002618258,0.0008345113,0.000908274,0.00001912876,0.00003397745,0.00005639732,0.06379153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290122,"threshold_uncertainty_score":0.9998499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386427439377432,"score_gpt":0.3656646541607886,"score_spread":0.3018003797670142,"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."}}