{"id":"W2985300950","doi":"10.1002/dev.21937","title":"Early‐ and later‐developing shyness in children: An investigation of biological and behavioral correlates","year":2019,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Shyness; Psychology; Developmental psychology; Anxiety; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058056,0.0001980493,0.000298451,0.0001569463,0.00005524985,0.00001330686,0.0001112436,0.0002411811,0.000310846],"category_scores_gemma":[0.000002627086,0.000172618,0.000024231,0.0001715798,0.0002137414,0.000103027,0.00006992325,0.0001675753,0.00006754466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139727,"about_ca_system_score_gemma":0.00003311624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008464175,"about_ca_topic_score_gemma":0.00001885762,"domain_scores_codex":[0.9986258,0.0001090753,0.0004172563,0.0004956059,0.00006853853,0.000283691],"domain_scores_gemma":[0.9996682,0.00003241318,0.0001045887,0.00008456618,0.00002315431,0.00008700811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009920297,0.0001017411,0.9854948,0.000008874529,0.00002917374,0.000001617731,0.002833857,1.066265e-7,0.003352671,0.002531125,0.00003009428,0.005516742],"study_design_scores_gemma":[0.001251795,0.0001939782,0.9956502,0.00008047405,0.000003538779,0.00007246251,0.0004741912,8.658487e-7,0.0001417944,0.001779964,0.00009903841,0.0002517555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981614,0.0001988927,0.00000527721,0.000167467,0.000631488,0.0003590445,0.00001373126,0.00002117009,0.0004415611],"genre_scores_gemma":[0.9985694,0.00009820212,0.0007016548,0.0002931567,0.00003480242,0.00001298394,0.0001562182,0.0000112846,0.0001223477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015535,"threshold_uncertainty_score":0.7039158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268440862558207,"score_gpt":0.2953244993338525,"score_spread":0.2626400907082704,"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."}}