{"id":"W4253971549","doi":"10.31219/osf.io/rmn5x","title":"Quantifying the role of rhythm in infants’ language discrimination abilities: A meta-analysis","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Language Development and Disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tokyo; Killam Trusts; European Commission","keywords":"Rhythm; Vowel; Consonant; Psychology; Syllable; Interval (graph theory); Phonotactics; Preference; Audiology; Stimulus (psychology); Developmental psychology; Cognitive psychology; Linguistics; Phonology; Mathematics; Speech recognition; Computer science; Medicine; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01866461,0.002302965,0.01144497,0.004113272,0.0006054063,0.003590106,0.002063477,0.001986768,0.002985378],"category_scores_gemma":[0.05105226,0.001199055,0.03786417,0.005632158,0.0007711955,0.001633442,0.001561093,0.001612158,0.0003082487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145518,"about_ca_system_score_gemma":0.001739281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005700791,"about_ca_topic_score_gemma":0.008687695,"domain_scores_codex":[0.9852175,0.006887512,0.004249212,0.002094234,0.001175593,0.000375865],"domain_scores_gemma":[0.9488034,0.04126376,0.005294253,0.001880852,0.00240514,0.0003526035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002672871,0.00003048453,0.0211287,0.1798617,0.784111,0.000176168,0.0001713355,0.0004234884,0.0004146127,0.0001480151,0.0005313547,0.0103302],"study_design_scores_gemma":[0.0002823288,0.000212688,0.01306156,0.01117428,0.9735209,0.00009345424,0.00006605968,0.0001540061,0.0001789805,0.000155381,0.001079603,0.00002071109],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02369841,0.9720282,0.001627466,0.0002936276,0.0001615154,0.0002301752,0.001551176,0.0000441974,0.0003653982],"genre_scores_gemma":[0.5871999,0.4017565,0.004722542,0.001338487,0.0003109986,0.00162443,0.00242728,0.0001038916,0.000515992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01866461,"threshold_uncertainty_score":0.09870911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09998705742862421,"score_gpt":0.3655081522131046,"score_spread":0.2655210947844804,"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."}}