{"id":"W4399480203","doi":"10.1016/j.jecp.2024.105981","title":"Shyness and risk-taking during peer observation in children and adolescents","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Shyness; Developmental psychology; Peer relations; Peer group; Anxiety","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":[0.0009322225,0.0003891707,0.0005178262,0.0008352299,0.0009331267,0.001172404,0.000439846,0.0007280736,0.0009449805],"category_scores_gemma":[0.008928313,0.0004785773,0.0004861384,0.0005182953,0.0006828263,0.0005896122,0.0008167245,0.001488361,0.0001862572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683314,"about_ca_system_score_gemma":0.0007842279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951861,"about_ca_topic_score_gemma":0.04159644,"domain_scores_codex":[0.9993374,0.0001744525,0.00005491479,0.00007406364,0.0002149634,0.0001442084],"domain_scores_gemma":[0.9930708,0.001789011,0.003009174,0.0003454981,0.000569615,0.001215901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577157,0.0003377946,0.9904222,0.00001666435,0.00003604127,0.00020888,0.005674883,0.0000271254,0.000741289,0.000030927,0.00004858155,0.002297789],"study_design_scores_gemma":[0.000002549823,0.00008753641,0.9970562,0.000005689227,0.00001504798,0.0001314293,0.002504153,0.00004087612,0.00008895851,0.00001322631,0.00005022155,0.000004170736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999594,0.0000650435,0.000009765793,0.00001377681,0.000002041845,0.000004852997,0.0000159025,0.000001057661,0.0002935945],"genre_scores_gemma":[0.9995017,0.0001079459,0.00004844404,0.00001055401,0.000005756206,0.00001378429,0.00005041449,0.000001640398,0.000259743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951861,"threshold_uncertainty_score":0.03881001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871805764671881,"score_gpt":0.325203863904485,"score_spread":0.3064858062577662,"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."}}