{"id":"W4322766467","doi":"10.1111/sode.12673","title":"Predicting children's internalizing symptoms across development from early emotional reactivity","year":2023,"lang":"en","type":"article","venue":"Social Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Children's Health Research Institute","keywords":"Psychology; Psychopathology; Developmental psychology; Reactivity (psychology); Association (psychology); Affect (linguistics); Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001355611,0.0006243872,0.0002914584,0.0006364623,0.0002284718,0.0009497341,0.0002672768,0.0002556143,0.0008020996],"category_scores_gemma":[0.00329289,0.0002567948,0.0006411872,0.00034068,0.0002719637,0.0003034209,0.0005660405,0.0007513124,0.000121526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302586,"about_ca_system_score_gemma":0.0003305407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584928,"about_ca_topic_score_gemma":0.00996849,"domain_scores_codex":[0.9996219,0.0001243627,0.00003399553,0.00008546475,0.00008159032,0.00005265546],"domain_scores_gemma":[0.9983423,0.0006035398,0.0006423178,0.0001411364,0.000132327,0.0001383773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002789045,0.00003140815,0.9957398,0.00000654138,0.00002872125,0.000022453,0.0002423297,0.000355349,0.0007530752,0.00003697722,0.00004579058,0.002709574],"study_design_scores_gemma":[9.50996e-7,0.00004649012,0.9984668,0.000006669994,0.00001091659,0.00004889303,0.0001736407,0.0007072556,0.000438623,0.00004852147,0.00004869457,0.000002509467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992773,0.0000420799,0.0003016793,0.0000112487,0.000001324821,0.000003767174,0.0001410918,0.0000100209,0.0002115964],"genre_scores_gemma":[0.9991735,0.00004891196,0.0004239057,0.000003922632,8.080115e-7,0.00001065724,0.0002548558,0.000003196333,0.00008020746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005584928,"threshold_uncertainty_score":0.01110482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683239761918541,"score_gpt":0.3042044592748733,"score_spread":0.277372061655688,"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."}}