{"id":"W2947413559","doi":"10.1111/sode.12386","title":"Young children's perceptions and beliefs about hypothetical shy, unsociable, and socially avoidant peers at school","year":2019,"lang":"en","type":"article","venue":"Social Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Shyness; Psychology; Developmental psychology; Sympathy; Perception; Social withdrawal; Preference; Peer group; Friendship; Peer acceptance; Social psychology; Anxiety","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003221553,0.0003345336,0.0003687826,0.00009626039,0.001254786,0.00009890861,0.0001532467,0.0002730862,0.003515883],"category_scores_gemma":[0.00002058902,0.0003311157,0.00009566396,0.000200404,0.00023471,0.00009060043,0.0001690675,0.0003367202,0.001358458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273139,"about_ca_system_score_gemma":0.0003816661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006109498,"about_ca_topic_score_gemma":0.0001048111,"domain_scores_codex":[0.9977425,0.0001006872,0.0004336946,0.0006473849,0.0004520821,0.000623604],"domain_scores_gemma":[0.9993493,0.00003904495,0.0001104338,0.000115354,0.00009583092,0.0002900133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308442,0.0004662274,0.8425081,0.0000963694,0.000493906,0.000008451856,0.04150587,3.500543e-7,0.000543315,0.05556918,0.03079567,0.02788177],"study_design_scores_gemma":[0.001249749,0.00002871075,0.9758941,0.0000704429,0.00002383869,0.00002368521,0.00192187,4.428297e-7,0.00001167282,0.001497971,0.0188086,0.000468939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481977,0.000432593,0.00002920548,0.003850747,0.00116938,0.0005691143,0.00003667274,0.0001066464,0.04560789],"genre_scores_gemma":[0.9511694,0.0003216054,0.0006903202,0.001525934,0.0006350083,0.00004823149,0.0001216659,0.00005065069,0.04543722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133386,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008234729524672786,"score_gpt":0.245969738012009,"score_spread":0.2377350084873362,"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."}}