{"id":"W3128921086","doi":"10.1111/infa.12387","title":"Sing for me, Mama! Infants' discrimination of novel vowels in song","year":2021,"lang":"en","type":"article","venue":"Infancy","topic":"Language Development and Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; International Laboratory for Brain, Music and Sound Research","funders":"Deutsche Forschungsgemeinschaft","keywords":"Singing; Psychology; Vowel; Perception; Audiology; Contrast (vision); Speech perception; Speech sound; Speech recognition; Acoustics; Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305544,0.0001489522,0.000195521,0.0001196173,0.0001135484,0.0002963408,0.0001726232,0.0002169222,0.002001241],"category_scores_gemma":[0.001426515,0.0001263102,0.0001223278,0.00003744492,0.0001403134,0.000225703,0.0003716622,0.0003133525,0.0004393895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005922622,"about_ca_system_score_gemma":0.00008881324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005396622,"about_ca_topic_score_gemma":0.001239521,"domain_scores_codex":[0.9998753,0.00002275347,0.00001024831,0.00003185556,0.00003453868,0.00002530051],"domain_scores_gemma":[0.9995568,0.0001957108,0.00007204489,0.00003081596,0.00006329661,0.0000812028],"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":[0.0005380044,0.00006394622,0.0195038,0.0001837496,0.00001704944,0.0004585914,0.002342622,0.00005934036,0.9453093,0.0003071536,0.0002305581,0.03098588],"study_design_scores_gemma":[0.00002179826,0.002095791,0.7743509,0.00009945138,0.00006093084,0.00289964,0.003774932,0.001841588,0.2103243,0.0005084091,0.003984276,0.00003789681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997891,0.0001009864,0.0005326468,0.00001542039,0.00000953333,0.000005772175,0.00002330556,0.00001697945,0.001404243],"genre_scores_gemma":[0.9956448,0.0001435307,0.001639549,0.00004593326,0.000003838536,0.0000207645,0.00008114273,0.00001491774,0.002405611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001241,"threshold_uncertainty_score":0.006694853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016368289551446,"score_gpt":0.3433980619307799,"score_spread":0.3132343790352655,"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."}}