{"id":"W2937475300","doi":"10.1002/icd.2131","title":"Shy children's understanding of irony: Better comprehension does not always mean better socioemotional functioning","year":2019,"lang":"en","type":"article","venue":"Infant and Child Development","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Shyness; Socioemotional selectivity theory; Psychology; Loneliness; Irony; Developmental psychology; Comprehension; Prosocial behavior; Social psychology; Anxiety; Linguistics","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":[0.0002075966,0.0001905102,0.0002427992,0.0001414215,0.0002146136,0.00003283844,0.00008433713,0.0001205346,0.001796476],"category_scores_gemma":[0.000003041679,0.0001425741,0.00007067656,0.00007648354,0.00006976995,0.000103149,0.00006868473,0.0001908738,0.0001425508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005491641,"about_ca_system_score_gemma":0.00002201048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002980492,"about_ca_topic_score_gemma":0.0000163654,"domain_scores_codex":[0.9986855,0.00005742358,0.0003497509,0.000357403,0.0002943393,0.0002555552],"domain_scores_gemma":[0.9995332,0.00005699559,0.00014289,0.0001679718,0.00003964974,0.00005929933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003371894,0.0002969752,0.922825,0.0001305506,0.001031334,0.00001218227,0.03058583,0.000005775461,0.002631676,0.01353859,0.001642261,0.02696263],"study_design_scores_gemma":[0.001650087,0.00006172989,0.9895542,0.0001653802,0.00004838184,0.00003928841,0.002110315,0.00001041726,0.002803524,0.0014864,0.001724523,0.0003457886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874794,0.0001316519,0.001701139,0.0006013049,0.0007236953,0.0002472614,0.00001546204,0.00004628405,0.009053724],"genre_scores_gemma":[0.9963924,0.00001245457,0.0008822128,0.001980362,0.0001739562,0.00001127319,0.000145964,0.00001981059,0.0003815165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06672917,"threshold_uncertainty_score":0.999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930834718029903,"score_gpt":0.2388634549104964,"score_spread":0.2195551077301974,"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."}}