{"id":"W4254300159","doi":"10.31234/osf.io/fuqd2","title":"Prelingual infants discover statistical word patterns at similar rates as adults: evidence from neural entrainment","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Entrainment (biomusicology); Perception; Psychology; Language acquisition; Speech perception; Computer science; Statistical learning; Speech recognition; Electroencephalography; Cognitive psychology; Artificial intelligence; Neuroscience; Rhythm; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007973369,0.0003679379,0.0002984055,0.00001596995,0.00007864288,0.00009228347,0.000703905,0.0003369298,0.00130627],"category_scores_gemma":[0.0003342787,0.0003190214,0.000152295,0.00002647845,0.0001075952,0.000005036326,0.003185599,0.00045387,0.0001069921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004935085,"about_ca_system_score_gemma":0.0001383012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006763518,"about_ca_topic_score_gemma":0.0004198939,"domain_scores_codex":[0.9979717,0.0001832899,0.0004285899,0.0008349419,0.0003023412,0.0002791324],"domain_scores_gemma":[0.9986163,0.00008995684,0.0001576768,0.0008220741,0.00007800144,0.0002359464],"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":[0.008949857,0.001184904,0.2747339,0.0005364067,0.0008022712,0.0002470067,0.002620494,0.0002698784,0.649348,0.0001875326,0.022253,0.03886677],"study_design_scores_gemma":[0.003045408,0.002560304,0.5145656,0.001674115,0.0007169315,0.00002342667,0.001497624,0.00712971,0.4436122,0.0006373418,0.02092276,0.003614576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917467,0.0008577224,0.004110704,0.001263408,0.0001903637,0.000456215,0.0011383,0.00003571946,0.0002008899],"genre_scores_gemma":[0.9901239,0.001657915,0.001707438,0.002006641,0.0002430058,0.00007190761,0.003856801,0.00003777547,0.0002946542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398317,"threshold_uncertainty_score":0.9999262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358123380900521,"score_gpt":0.3440540333733935,"score_spread":0.3004727995643883,"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."}}