{"id":"W4387579313","doi":"10.1037/dev0001656","title":"How biology shapes the development of shyness within specific contexts: A longitudinal, cross-lagged investigation.","year":2023,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; American Psychological Foundation","keywords":"Shyness; Psychology; Developmental psychology; Vagal tone; Context (archaeology); PsycINFO; Stressor; Prosocial behavior; Social environment; Anxiety; Clinical psychology; Heart rate; Heart rate variability; MEDLINE; Medicine; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018711,0.0004284123,0.0004938339,0.0003517152,0.0006149497,0.00008843194,0.0007473204,0.0003013115,0.0007363915],"category_scores_gemma":[0.00005651324,0.0003228155,0.0001468488,0.001190899,0.0008237551,0.0001386961,0.0002006554,0.000381174,0.001171276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009987739,"about_ca_system_score_gemma":0.0002206773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009084191,"about_ca_topic_score_gemma":0.0000676561,"domain_scores_codex":[0.9967324,0.0002274556,0.001056073,0.0008991276,0.0003509971,0.000733904],"domain_scores_gemma":[0.9987773,0.0001894738,0.0004072523,0.0003048077,0.0001494641,0.0001717465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008069176,0.0009458585,0.6653869,0.0001601289,0.001286235,0.00006986901,0.06115567,0.000008414399,0.02010608,0.06751875,0.09956553,0.08298965],"study_design_scores_gemma":[0.001480078,0.00005174574,0.9024594,0.00008440633,0.000008849461,0.00004915528,0.002662817,0.000001780221,0.0008261195,0.004499259,0.0874582,0.000418158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810296,0.0004978047,0.0007000452,0.004948821,0.004147248,0.0005876606,0.00004388509,0.0002259878,0.00781897],"genre_scores_gemma":[0.9908121,0.00006683082,0.002227038,0.001444343,0.0002897435,0.0001571279,0.0002950917,0.00004823107,0.004659462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370725,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0921731480051486,"score_gpt":0.3545589828183713,"score_spread":0.2623858348132227,"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."}}