{"id":"W4415959281","doi":"10.5007/2175-8026.2025.e109424","title":"Towards Pluriversal Language Education: Interview with Dr. Yecid Ortega","year":2025,"lang":"pt","type":"article","venue":"Ilha do Desterro A Journal of English Language Literatures in English and Cultural Studies","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"The arts; English language; Meaning (existential); Visual language","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"],"consensus_categories":[],"category_scores_codex":[0.0005149965,0.000538251,0.0008859008,0.0004338474,0.0003615503,0.001200154,0.0003816806,0.0001576448,0.0002661744],"category_scores_gemma":[0.001063169,0.0003486709,0.0001909703,0.0003340411,0.0004025999,0.001068525,0.0002065965,0.0009267085,0.000002184704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297686,"about_ca_system_score_gemma":0.0004425834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003227196,"about_ca_topic_score_gemma":0.0005167367,"domain_scores_codex":[0.9975385,0.0002682714,0.0009768166,0.0003922038,0.0003954009,0.0004287772],"domain_scores_gemma":[0.9961552,0.000148082,0.0004821278,0.0002470426,0.002788778,0.0001787679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002034228,0.0002998219,0.0009007226,0.0005719323,0.0006285473,0.0001348566,0.9065494,0.000002575166,0.000004398051,0.004218131,0.06523102,0.02125518],"study_design_scores_gemma":[0.0011758,0.000224823,0.0007586661,0.004122457,0.0001766018,0.00002791862,0.689164,9.18615e-7,0.00004682454,0.00008462743,0.3038806,0.0003368098],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5530114,0.404561,0.00000425786,0.001103738,0.00885302,0.0003668132,0.00004779456,0.00004850943,0.03200349],"genre_scores_gemma":[0.958043,0.005233742,0.0003081148,0.002518352,0.004061957,0.00003600069,0.00003662875,0.0000306802,0.02973153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050316,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592978056097021,"score_gpt":0.2995844743678397,"score_spread":0.2836546938068695,"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."}}