{"id":"W4306249838","doi":"10.1101/2022.10.11.511716","title":"Emergence of the cortical encoding of phonetic features in the first year of life","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Language Development and Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Agence Nationale de la Recherche; Trinity College Dublin; Science Foundation Ireland; European Commission","keywords":"Encoding (memory); Psychology; Cognition; Feature (linguistics); Speech recognition; Cognitive psychology; Computer science; Neuroscience; Linguistics","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":[0.0004195597,0.0001754378,0.0002951594,0.0007546616,0.0001955074,0.0005958118,0.0002040566,0.0002896285,0.00171735],"category_scores_gemma":[0.00142226,0.0001709233,0.000195206,0.0002176552,0.000384694,0.000280031,0.0005937446,0.0004631209,0.0004807617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607051,"about_ca_system_score_gemma":0.000166792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948787,"about_ca_topic_score_gemma":0.00221272,"domain_scores_codex":[0.9998463,0.00001653635,0.000007652547,0.00004086139,0.00004702556,0.00004151365],"domain_scores_gemma":[0.9991521,0.0002005431,0.00023056,0.00008017882,0.0002233126,0.0001133367],"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":[0.0005477626,0.00007683608,0.3197467,0.0001727661,0.00007229704,0.001924111,0.002110056,0.0002507284,0.624271,0.0004702258,0.0006484921,0.04970902],"study_design_scores_gemma":[0.000001125946,0.0001079928,0.9809153,0.00001644387,0.00001260396,0.0006765616,0.0003278438,0.0001253265,0.01704469,0.0000962773,0.000667658,0.000008169316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997728,0.0003097032,0.0008169953,0.00002526243,0.000006695499,0.000003916389,0.0002642963,0.00002193992,0.0008232173],"genre_scores_gemma":[0.9978215,0.0002066075,0.0004462837,0.00001908393,0.000004756572,0.00001591802,0.0002536851,0.00001197191,0.001220222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001948787,"threshold_uncertainty_score":0.005745113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464277472387737,"score_gpt":0.2457873978154503,"score_spread":0.2311446230915729,"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."}}