{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005287126,0.000211343,0.0005387042,0.001591098,0.002108387,0.003234256,0.001249459,0.001273558,0.004726648],"category_scores_gemma":[0.02671078,0.0001762389,0.0004538407,0.001136877,0.002567515,0.002619569,0.004836026,0.002235078,0.0005342132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002852864,"about_ca_system_score_gemma":0.01184697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009438331,"about_ca_topic_score_gemma":0.01305335,"domain_scores_codex":[0.9960201,0.00184211,0.0002572232,0.0003838098,0.0007295448,0.0007673117],"domain_scores_gemma":[0.9826319,0.006626692,0.002705107,0.001051529,0.002971811,0.004012955],"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":[0.0003868791,0.0009230382,0.3925686,0.001073739,0.0000983423,0.00270213,0.1433644,0.00042144,0.00294787,0.02703918,0.009296389,0.4191779],"study_design_scores_gemma":[0.00008826067,0.001260661,0.4905649,0.002060098,0.0003258201,0.008081917,0.3796564,0.001468733,0.004723123,0.02778361,0.08388598,0.000100388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9377692,0.003311458,0.002442994,0.02197337,0.0002364937,0.00009177296,0.0001366949,0.00008834241,0.03394961],"genre_scores_gemma":[0.9967891,0.0006865113,0.0004806289,0.0003548455,0.00003770903,0.00001952224,0.00002578292,0.000008977569,0.001596966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009438331,"threshold_uncertainty_score":0.02796131,"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."}}