{"id":"W2560821530","doi":"10.5539/jedp.v7n1p72","title":"Parenting Stress as a Mediator between Mental Health Consultation and Children’s Behavior","year":2016,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysfunctional family; Psychology; Mental health; Distress; Intervention (counseling); Clinical psychology; Developmental psychology; Psychological intervention; Psychological distress; Early childhood; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002716762,0.0001530107,0.0002474234,0.0001364535,0.0002323892,0.00002213302,0.0001015546,0.00007810813,0.001585666],"category_scores_gemma":[0.00005059666,0.0001114416,0.00004751554,0.00007752523,0.000165012,0.0001285574,0.00003266839,0.0001257249,0.0001010014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006566886,"about_ca_system_score_gemma":0.0002494986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002188675,"about_ca_topic_score_gemma":0.00001065327,"domain_scores_codex":[0.9986631,0.00007348572,0.0005540493,0.000255323,0.000214428,0.0002396455],"domain_scores_gemma":[0.9990638,0.0001656468,0.0003716946,0.00004648858,0.00008753932,0.000264825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007481857,0.0003534418,0.8831862,0.000007880383,0.0001242435,0.000001720166,0.003292994,4.354744e-9,0.0001455482,0.001059085,0.0230618,0.08869225],"study_design_scores_gemma":[0.001938635,0.0001162612,0.9878333,0.0001631134,0.00001444045,0.0006548212,0.0008883743,1.09363e-8,0.00001525797,0.002139388,0.006089499,0.0001468811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634818,0.001662624,0.00003628403,0.03225286,0.001488273,0.0001783311,0.00007065899,0.000005816978,0.0008233162],"genre_scores_gemma":[0.9948632,0.000913493,0.001055871,0.001562128,0.0006311925,0.000008398668,0.00006439703,0.00001199662,0.0008893217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046471,"threshold_uncertainty_score":0.999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464102729460397,"score_gpt":0.352068823226083,"score_spread":0.327427795931479,"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."}}