{"id":"W7114462542","doi":"","title":"FAMILY VULNERABILITY, MENTAL HEALTH AND EXECUTIVE FUNCTIONS IN ADOLESCENTS IN BASIC EDUCATION","year":2025,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Social Skills and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Executive functions; Feeling; Mental health; Perception; Cognition; Test (biology); Vulnerability (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003711476,0.0002235306,0.0002206912,0.0007844738,0.0006952685,0.0006119492,0.0001799232,0.0001874881,0.000885324],"category_scores_gemma":[0.00155999,0.0001284816,0.000251707,0.0004363123,0.0003210253,0.0002466099,0.0004474911,0.0003103192,0.00005993352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576831,"about_ca_system_score_gemma":0.0005386252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02708732,"about_ca_topic_score_gemma":0.05662028,"domain_scores_codex":[0.9997565,0.00006414019,0.00002142244,0.00003214277,0.00004170662,0.00008402461],"domain_scores_gemma":[0.9993431,0.0001271766,0.0003102519,0.00002434167,0.00005721017,0.0001379484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002222241,0.00005670508,0.9964771,0.000009393241,0.000009993504,0.0001336331,0.001078413,0.00001239416,0.00005982457,0.00001529215,0.00002502309,0.00209999],"study_design_scores_gemma":[6.668383e-7,0.00003198861,0.9978873,0.000007481249,0.000006932683,0.00009781439,0.001826629,0.00001615663,0.00002532477,0.00001041401,0.00008794531,0.000001383802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995902,0.0001618458,0.000008451404,0.00001210852,0.000001069071,0.000002456758,0.00002318183,3.915518e-7,0.0002002992],"genre_scores_gemma":[0.9997867,0.00009381445,0.00001462426,0.000004082547,0.0000010107,0.000002742626,0.00002618382,2.605287e-7,0.00007063033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708732,"threshold_uncertainty_score":0.05385935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734834835946244,"score_gpt":0.3461846228898008,"score_spread":0.3288362745303384,"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."}}