{"id":"W4318695009","doi":"10.51891/rease.v9i1.8313","title":"LITERACY CHALLENGES CHILDREN WITH ADHD IN REGULAR EDUCATION","year":2023,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Psychology; Literacy; Humanities; Developmental psychology; Philosophy; Pedagogy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003438176,0.0007973142,0.001113054,0.001315797,0.0008646706,0.0008016898,0.002197877,0.0007044715,0.001543289],"category_scores_gemma":[0.001446802,0.0008273914,0.0002805743,0.004688549,0.001097678,0.001014927,0.0004541514,0.002218739,0.001075791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107636,"about_ca_system_score_gemma":0.005473365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119798,"about_ca_topic_score_gemma":0.001053173,"domain_scores_codex":[0.9910104,0.00184311,0.001051046,0.001673635,0.001947201,0.002474664],"domain_scores_gemma":[0.9958206,0.0006190052,0.0007341256,0.001354297,0.0004412641,0.00103068],"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":[0.0001309885,0.001191074,0.0608734,0.0007222597,0.0005023667,0.0001569585,0.2912991,0.00005361135,0.00006953012,0.03422089,0.3581726,0.2526073],"study_design_scores_gemma":[0.001232525,0.0008345899,0.206655,0.003310476,0.000300879,0.0000766861,0.2718185,0.0001623149,0.00003597598,0.002559886,0.5105544,0.002458779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140526,0.03297765,0.00005841453,0.02388603,0.001196461,0.003526829,0.0001034052,0.0006157313,0.02358289],"genre_scores_gemma":[0.9205466,0.038309,0.0003052923,0.001112045,0.003520364,0.0004135033,0.0001682543,0.0002045066,0.03542042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2501485,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07214271833431618,"score_gpt":0.3789870957976057,"score_spread":0.3068443774632895,"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."}}