{"id":"W4411052638","doi":"10.56238/arev7n6-058","title":"AS EXPERIÊNCIAS DE INCLUSÃO/EXCLUSÃO DAS PRIMEIRAS MESTRAS SURDAS NA PÓS-GRADUAÇÃO EM LETRAS NA UNIVERSIDADE FEDERAL DO ESPÍRITO SANTO","year":2025,"lang":"en","type":"article","venue":"Aracê.","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa e Inovação do Espírito Santo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Humanities; Art; Political science","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":[],"category_scores_codex":[0.0004326177,0.0003066596,0.0003374599,0.0003442157,0.001376298,0.0009805207,0.0005580392,0.0001335732,0.003149723],"category_scores_gemma":[0.0004435737,0.0003029074,0.0001686122,0.0001807264,0.0002663507,0.0002047469,0.0002629675,0.0004365815,0.0004402387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222418,"about_ca_system_score_gemma":0.001050155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382644,"about_ca_topic_score_gemma":0.001807056,"domain_scores_codex":[0.9977567,0.0001482211,0.000395106,0.0004952339,0.0004724396,0.0007322857],"domain_scores_gemma":[0.9984748,0.0002953408,0.0001038812,0.0004819268,0.0003832277,0.0002608051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523793,0.0006115336,0.004574228,0.0001788155,0.0002826065,0.000138843,0.1132604,0.00001475755,0.0006082079,0.7530859,0.1205092,0.006583148],"study_design_scores_gemma":[0.001022358,0.0001766291,0.004168143,0.0001585943,0.00006171015,0.00001336724,0.0521589,0.0002425338,0.002767297,0.0175069,0.9210774,0.0006461525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7331528,0.0008029891,0.00007758111,0.002119174,0.0017642,0.0003412543,0.00003715596,0.0001567977,0.261548],"genre_scores_gemma":[0.9427933,0.00008657813,0.0001616724,0.001352429,0.001031884,0.00002794637,0.00005352142,0.00003832703,0.05445433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8005682,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148248036067132,"score_gpt":0.3370822830617092,"score_spread":0.3055998027010379,"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."}}