{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01197948,0.0007190203,0.0008778174,0.005789606,0.003200339,0.007068536,0.00166422,0.001731897,0.007398786],"category_scores_gemma":[0.04114543,0.0003660362,0.001129414,0.004352911,0.003042282,0.00426946,0.005093196,0.001592335,0.001141328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031512,"about_ca_system_score_gemma":0.007996731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006076,"about_ca_topic_score_gemma":0.0114028,"domain_scores_codex":[0.9894431,0.006308381,0.0008495504,0.0008931624,0.001963748,0.0005420399],"domain_scores_gemma":[0.9690599,0.02195164,0.003714589,0.001870165,0.002389796,0.001013878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003090137,0.0003808562,0.04538766,0.009572205,0.0002111189,0.001903888,0.1786508,0.0006866539,0.006269959,0.02491157,0.00402122,0.7276951],"study_design_scores_gemma":[0.0001264952,0.001387648,0.1334363,0.02351993,0.001624841,0.005376627,0.3841527,0.003438975,0.009770665,0.04014168,0.3967516,0.0002726772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6578421,0.05743113,0.0740551,0.01618657,0.001283381,0.001601472,0.0007465947,0.0007617663,0.1900919],"genre_scores_gemma":[0.9286876,0.01747031,0.04418832,0.0005812079,0.0002130804,0.000639605,0.0001862598,0.00009036687,0.007943174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197948,"threshold_uncertainty_score":0.06335425,"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."}}