{"id":"W4415969875","doi":"10.36311/2358-8845.2025.v12n4.e025063","title":"RECURSOS E FERRAMENTAS DE COMUNICAÇÃO AUMENTATIVA E ALTERNATIVA PARA PROMOVER A COMUNICAÇÃO DE ALUNOS COM NECESSIDADES EDUCACIONAIS ESPECIAIS","year":2025,"lang":"pt","type":"article","venue":"REVISTA DIÁLOGOS E PERSPECTIVAS EM EDUCAÇÃO ESPECIAL","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Augmentative and alternative communication; Augmentative; Inclusion (mineral); Disabled people; Special education","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004022447,0.001930218,0.002890988,0.001253833,0.004603108,0.0007514153,0.005273521,0.002165755,0.01107158],"category_scores_gemma":[0.004219988,0.002046002,0.00119959,0.002557762,0.002276282,0.0006430042,0.003396278,0.00758864,0.0006742215],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01683681,"about_ca_system_score_gemma":0.008559834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408244,"about_ca_topic_score_gemma":0.000904982,"domain_scores_codex":[0.9805028,0.009038707,0.003292532,0.002713084,0.001188978,0.003263879],"domain_scores_gemma":[0.9851114,0.004684329,0.002117081,0.005865786,0.001055176,0.001166193],"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":[0.00264608,0.01178098,0.1553479,0.001956522,0.002727794,0.0001226553,0.07273505,0.00001235296,0.001142019,0.2130112,0.5109181,0.0275994],"study_design_scores_gemma":[0.01207901,0.00101281,0.2084972,0.009482448,0.002442982,0.0001430209,0.1982728,0.001335777,0.001237303,0.01738841,0.5438381,0.004270174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5460687,0.03448279,0.01701287,0.2427689,0.009410204,0.02206432,0.002377082,0.002985208,0.12283],"genre_scores_gemma":[0.9500148,0.005490066,0.003515102,0.005546364,0.001679673,0.001948911,0.0003007464,0.0002820249,0.03122229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039461,"threshold_uncertainty_score":0.9993441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760520682943215,"score_gpt":0.4598962141194591,"score_spread":0.3838441458251377,"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."}}