{"id":"W4407354301","doi":"10.1016/j.jecp.2024.106190","title":"Preschoolers’ use of emotional prosody in an unfamiliar language","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Language Development and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Foundation","keywords":"Psychology; Prosody; Language development; Developmental psychology; Language acquisition; Cognition; Cognitive psychology; Emotional prosody; Linguistics; Perception; Neuroscience","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":[0.001498897,0.0006074833,0.0007059298,0.0009061762,0.0005464312,0.001607995,0.0004109206,0.0008243541,0.003522762],"category_scores_gemma":[0.003112508,0.0004582987,0.0005384671,0.0002102749,0.0008482077,0.001310816,0.0008795975,0.001007183,0.0007886084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963286,"about_ca_system_score_gemma":0.000444496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00763278,"about_ca_topic_score_gemma":0.007354151,"domain_scores_codex":[0.9994785,0.00004756433,0.00007775057,0.0001489988,0.0001161066,0.0001310472],"domain_scores_gemma":[0.9978659,0.0006175251,0.0006492249,0.0002440889,0.0003476992,0.0002755453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001390895,0.001457029,0.2600499,0.0004843727,0.000135732,0.006625563,0.07329819,0.0001883188,0.6152784,0.0007049456,0.0007235684,0.03966302],"study_design_scores_gemma":[0.00006702517,0.003000651,0.9239944,0.0001006094,0.0001926519,0.002537625,0.02840356,0.0003283804,0.03781971,0.0004100968,0.003031332,0.000113878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99935,0.00007673235,0.00006782037,0.0000122102,0.000005174045,0.000008151878,0.00003414639,0.00001034857,0.0004354341],"genre_scores_gemma":[0.996605,0.0002278759,0.0005398293,0.00005514177,0.000005889163,0.00004891631,0.0001294762,0.000008192443,0.002379576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00763278,"threshold_uncertainty_score":0.01517671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394904318420752,"score_gpt":0.3832642752573129,"score_spread":0.3593152320731054,"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."}}