{"id":"W4393869173","doi":"10.51189/conbraed2024/31703","title":"TRANSTORNO DE DÉFICIT DE ATENÇÃO/HIPERATIVIDADE: DO CONHECIMENTO DOS PROFISSIONAIS DA EDUCAÇÃO ÀS ESTRATÉGIAS PEDAGÓGICAS","year":2024,"lang":"pt","type":"article","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Learning disability; Psychology; Medicine; Psychiatry","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003019793,0.0004885855,0.000403841,0.0002178934,0.001341563,0.001930917,0.0006594909,0.0006420488,0.05487011],"category_scores_gemma":[0.0003333506,0.0004339887,0.0002893034,0.0009547565,0.0004469875,0.001470431,0.00004888259,0.00104299,0.00199274],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569154,"about_ca_system_score_gemma":0.007655914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307154,"about_ca_topic_score_gemma":0.002202422,"domain_scores_codex":[0.9950266,0.001480186,0.000658394,0.0009426658,0.0007652988,0.001126882],"domain_scores_gemma":[0.9967411,0.001730689,0.0001585112,0.0004062591,0.0001736423,0.0007897675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001554,0.001297821,0.01712015,0.0005120878,0.0005235944,0.0001662976,0.5996181,0.00003385329,0.004067894,0.1721325,0.1839383,0.02043401],"study_design_scores_gemma":[0.0003721927,0.0002610589,0.002683569,0.0003910968,0.0004385139,0.00007851163,0.2365324,0.0003600758,0.002906749,0.004480784,0.7506112,0.0008838182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6207851,0.01832835,0.001497709,0.1814367,0.005880231,0.001362927,0.00008713749,0.0005816926,0.1700402],"genre_scores_gemma":[0.7701217,0.001238405,0.0004531856,0.001325161,0.001234385,0.0001152007,0.0000202983,0.00004402868,0.2254476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5666729,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250844681007086,"score_gpt":0.4706307991362518,"score_spread":0.3455463310355431,"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."}}