{"id":"W4385010274","doi":"10.1016/j.bandl.2023.105304","title":"Watching talking faces: The development of cortical representation of visual syllables in infancy","year":2023,"lang":"en","type":"article","venue":"Brain and Language","topic":"Multisensory perception and integration","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Institute of Psychology, Chinese Academy of Sciences; Uniwersytet Warszawski; Pakistan Academy of Sciences; Narodowe Centrum Nauki","keywords":"Psychology; Representation (politics); Cognitive psychology; Communication; Developmental psychology; Cognitive science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002660963,0.00004053298,0.00008238672,0.00007238363,0.00003068772,0.000005703066,0.00003363961,0.0000342886,0.0005020184],"category_scores_gemma":[0.0001194414,0.00002827954,0.00001482863,0.0001597573,0.00003528659,0.0000293878,0.00001668334,0.00006094847,0.00001827367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004495703,"about_ca_system_score_gemma":0.000008608782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893879,"about_ca_topic_score_gemma":0.0004389988,"domain_scores_codex":[0.9994373,0.0001079598,0.0002135844,0.00008994929,0.0000766367,0.00007459525],"domain_scores_gemma":[0.9997112,0.0001484493,0.00004875237,0.00006708725,0.00001188535,0.00001261975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007554643,0.00009597714,0.03743757,0.00006025031,0.00002970147,0.00000875117,0.5179029,0.00002357006,0.2767169,0.002565438,0.001555587,0.1635278],"study_design_scores_gemma":[0.0003886901,0.00002220925,0.8850551,0.00004881345,0.000002674527,0.000002068671,0.1080726,0.001300604,0.004548402,0.00002459592,0.0004811327,0.00005312598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960868,0.0000432949,0.0002199792,0.0002091395,0.00005599184,0.00009862483,0.000002030751,0.00001624142,0.003267925],"genre_scores_gemma":[0.9984804,0.000004454523,0.0001991294,0.0000742677,0.00001399395,0.000008871583,0.0000202814,0.000004080605,0.001194537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8476176,"threshold_uncertainty_score":0.5496749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536592461129207,"score_gpt":0.4030488731696518,"score_spread":0.3576829485583597,"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."}}