{"id":"W4408096363","doi":"10.32870/dse.v0i32.1593","title":"Vínculos entre la clasificación categorial y el funcionamiento ejecutivo en niños con TDAH","year":2025,"lang":"es","type":"article","venue":"Diálogos sobre educación","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Philosophy","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":[0.0009274043,0.0004730298,0.0003486441,0.001818833,0.000375782,0.0008788585,0.0003046476,0.0005325238,0.002322932],"category_scores_gemma":[0.005441104,0.0002322473,0.0002838818,0.000579292,0.0008913025,0.0007901369,0.0006068363,0.0005519058,0.0002658364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982524,"about_ca_system_score_gemma":0.0005547593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199883,"about_ca_topic_score_gemma":0.01189251,"domain_scores_codex":[0.9996176,0.00008829244,0.00004666851,0.00008622221,0.00008546667,0.00007568541],"domain_scores_gemma":[0.9975569,0.00135463,0.0006526972,0.0001116165,0.0001937162,0.0001303594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002356296,0.0001128759,0.9700806,0.00004915547,0.00003313298,0.001735948,0.001695852,0.0001218821,0.001925392,0.0001471741,0.0001491338,0.02371314],"study_design_scores_gemma":[0.000006090756,0.0001113095,0.9913867,0.00005710497,0.00007409325,0.004280142,0.002226417,0.000345167,0.0006629286,0.0003238381,0.0005156002,0.00001045829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974056,0.0009856058,0.0001781883,0.0001014158,0.000009625413,0.00000448,0.00006124302,0.00001853091,0.001235277],"genre_scores_gemma":[0.9982666,0.0005569444,0.0003587787,0.00002243354,0.000008378357,0.000006777951,0.00006747758,0.000007558791,0.0007051097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199883,"threshold_uncertainty_score":0.02385801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116349073195726,"score_gpt":0.329965625513517,"score_spread":0.3188021347815598,"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."}}