{"id":"W4387626363","doi":"10.29327/147292.1-27","title":"PERCEPÇÃO DOS DOCENTES E ESTRATÉGIAS PEDAGÓGICAS UTILIZADAS PARA CRIANÇAS COM TRANSTORNO DE DÉFICIT DE ATENÇÃO E HIPERATIVIDADE","year":2021,"lang":"pt","type":"article","venue":"","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Psychology","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002619388,0.0006706491,0.0008121914,0.000168517,0.001542503,0.0008197051,0.001641152,0.00155531,0.03289265],"category_scores_gemma":[0.001440531,0.000668268,0.0005834692,0.001193068,0.001134865,0.0007750995,0.0003349891,0.002542477,0.0009394132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000952046,"about_ca_system_score_gemma":0.00456024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823178,"about_ca_topic_score_gemma":0.002817722,"domain_scores_codex":[0.9906691,0.002540422,0.0008753195,0.001272806,0.001932855,0.00270954],"domain_scores_gemma":[0.9958259,0.001222821,0.0001721321,0.0007419169,0.0005073018,0.001529861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000493467,0.002446004,0.184791,0.0006977553,0.001124583,0.005487697,0.3863584,0.0003671795,0.03015777,0.1021513,0.269163,0.01676186],"study_design_scores_gemma":[0.004419608,0.0007998697,0.02346679,0.0007828919,0.0006692413,0.0004491894,0.5844185,0.01538655,0.02558549,0.007290628,0.3333201,0.003411159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7391843,0.005198397,0.01705838,0.1112165,0.001307859,0.001546663,0.0002536931,0.0005784244,0.1236558],"genre_scores_gemma":[0.8979822,0.00615403,0.001248237,0.002387207,0.000747567,0.0000498571,0.00003264327,0.00006529316,0.09133296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980601,"threshold_uncertainty_score":0.9998385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1656119052897786,"score_gpt":0.4257337103034711,"score_spread":0.2601218050136925,"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."}}