{"id":"W4200083228","doi":"10.1017/s0954579421000912","title":"Vagal flexibility to negative emotions moderates the relations between environmental risk and adjustment problems in childhood","year":2021,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; Canadian Institutes of Health Research; Concordia University; University of California, Davis; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare","keywords":"Vagal tone; Flexibility (engineering); Biopsychosocial model; Reactivity (psychology); Expectancy theory; Association (psychology); Socioeconomic status; Cognitive flexibility","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004147222,0.0002197934,0.0002419191,0.0001020235,0.000380139,0.00002975606,0.00009184323,0.0001262153,0.0002899572],"category_scores_gemma":[0.00002886107,0.0001766897,0.00003985293,0.0002306595,0.0001239017,0.00005885677,0.0001022535,0.0003265435,0.0001185295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005916714,"about_ca_system_score_gemma":0.00006245338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002283919,"about_ca_topic_score_gemma":0.0001639499,"domain_scores_codex":[0.998162,0.0002942504,0.0004326131,0.0006283818,0.0001413927,0.000341383],"domain_scores_gemma":[0.9994278,0.0001423215,0.00008094,0.0001880735,0.00002020639,0.0001406378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003247822,0.0006385507,0.8030684,0.000009988996,0.0000956095,0.00001210507,0.07087199,0.00003201445,0.00005214611,0.001467757,0.0008679945,0.1228509],"study_design_scores_gemma":[0.0009259824,0.00004355502,0.9845825,0.00005141148,0.00001857554,0.00003225718,0.002539357,0.000003437207,0.00002253971,0.005758693,0.00579902,0.0002226531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915215,0.001262935,0.0007302953,0.003496192,0.0005506816,0.0004973667,0.00006478022,0.00002671217,0.001849555],"genre_scores_gemma":[0.9958628,0.0002692044,0.001581491,0.0007924856,0.0001467039,0.0001015239,0.0001015238,0.00001400259,0.00113028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815141,"threshold_uncertainty_score":0.7205198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208302563477731,"score_gpt":0.2618440510613245,"score_spread":0.2410137947135514,"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."}}