{"id":"W2158156006","doi":"10.1111/sode.12070","title":"Associations of Internalizing and Externalizing Problems with Facial Expression Recognition in Preschoolers: The Generation <scp>R</scp> Study","year":2013,"lang":"en","type":"article","venue":"Social Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Erasmus+; National Institute for Materials Science; Erasmus Medisch Centrum","keywords":"Psychology; Sadness; Developmental psychology; Anger; Happiness; Child Behavior Checklist; Facial expression; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694963,0.0001512506,0.0001878062,0.00009128713,0.0003541691,0.00007826133,0.0001090467,0.00007681935,0.00007892246],"category_scores_gemma":[0.00003282346,0.0001090756,0.0000307521,0.0001841449,0.00004319757,0.0001650608,0.00005690095,0.0001802477,0.00003203102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009720456,"about_ca_system_score_gemma":0.0000657084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003883766,"about_ca_topic_score_gemma":0.0003650381,"domain_scores_codex":[0.9985663,0.0001677809,0.000446023,0.0002662023,0.0003190734,0.0002346408],"domain_scores_gemma":[0.9994941,0.00005971861,0.0002284778,0.00006246936,0.0001105139,0.00004468103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002272567,0.001381488,0.6067955,0.00004789427,0.0002665494,0.000003984382,0.2861925,0.00001072382,0.004652624,0.0002976152,0.005505405,0.09482287],"study_design_scores_gemma":[0.00094531,0.00004760378,0.9842073,0.0001628773,0.00001110335,0.000001202324,0.01243452,0.00000563905,0.0003693799,0.0004981075,0.001233146,0.00008377134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958649,0.0001160686,0.0001933396,0.0002033282,0.0003212927,0.0008964894,0.000006395458,0.00002172364,0.002376457],"genre_scores_gemma":[0.998331,0.00001275174,0.0003359461,0.00013157,0.0002283828,0.0002176223,0.00004450816,0.00001379604,0.0006844602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774118,"threshold_uncertainty_score":0.4447975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06201770575622947,"score_gpt":0.2874058032692323,"score_spread":0.2253880975130028,"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."}}