{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008412623,0.0001716157,0.0002337324,0.0003927041,0.000961478,0.000134513,0.0001607127,0.0001223426,0.0000875228],"category_scores_gemma":[0.0004053439,0.0002014712,0.00004759808,0.001294667,0.0003477579,0.0005540155,0.00004020312,0.0002515774,0.00003483071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723234,"about_ca_system_score_gemma":0.002305545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01964136,"about_ca_topic_score_gemma":0.03209218,"domain_scores_codex":[0.9980691,0.0004047673,0.0004114236,0.0004089604,0.0002836284,0.0004220966],"domain_scores_gemma":[0.9993562,0.0000939639,0.0001130145,0.0001662756,0.00009772107,0.0001728278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008081117,0.000990986,0.661083,0.0000884529,0.00002268985,2.714417e-7,0.06554466,0.000009594079,0.0001616266,0.047353,0.003375996,0.2212889],"study_design_scores_gemma":[0.001071929,0.00005179613,0.7827066,0.0004854479,0.00001227673,5.149862e-7,0.1364471,0.00001463793,0.000004521084,0.009342906,0.06952977,0.0003325158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8645091,0.0008768219,0.00001622483,0.05579988,0.003312392,0.001268864,0.000005385789,0.00007669064,0.07413462],"genre_scores_gemma":[0.993695,0.0006276283,0.00005422256,0.003697155,0.000249634,0.0001443634,0.00009252872,0.00001180085,0.001427733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209564,"threshold_uncertainty_score":0.9868869,"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."}}