{"id":"W4223481813","doi":"10.1111/cdev.13767","title":"Trajectories of socially anxious behavior from age 5 to 13: Temperamental and sociocognitive pathways","year":2022,"lang":"en","type":"article","venue":"Child Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; National Institutes of Health","keywords":"Psychology; Developmental psychology; Temperament; Social cognition; Personality; Cognition; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001890048,0.0002172668,0.0002863837,0.00009878995,0.0006615297,0.00002567466,0.0001789125,0.00005978305,0.001282984],"category_scores_gemma":[0.00000745042,0.0002250745,0.00007797401,0.0001711906,0.00007879035,0.0000349573,0.0002369734,0.000228887,0.00004955069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659859,"about_ca_system_score_gemma":0.000178289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349093,"about_ca_topic_score_gemma":0.00007311285,"domain_scores_codex":[0.9983373,0.00009781191,0.0004039914,0.0004512995,0.0004065057,0.0003030671],"domain_scores_gemma":[0.999563,0.00003867686,0.0001047858,0.000108252,0.00003988753,0.0001454484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005156685,0.004728418,0.3756076,0.00005258209,0.001027741,0.0002870608,0.3276062,0.000003843993,0.003812733,0.009163344,0.01346668,0.2637281],"study_design_scores_gemma":[0.0009752538,0.00008272743,0.974912,0.00005228596,0.00002650875,0.00001095506,0.008032564,4.650803e-8,0.0004969817,0.000636621,0.01446052,0.000313505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874378,0.0002924847,0.0000277495,0.0006033657,0.001294792,0.0005776637,0.0002516861,0.00005134006,0.009463086],"genre_scores_gemma":[0.9965217,0.0000157684,0.0006916031,0.001368837,0.0002076582,0.0002533739,0.0003037629,0.00002449947,0.0006127983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5993045,"threshold_uncertainty_score":0.99963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256589425685819,"score_gpt":0.2630734850968851,"score_spread":0.2405075908400269,"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."}}