{"id":"W2593616278","doi":"10.1016/j.heares.2017.02.015","title":"Indexing cortical entrainment to natural speech at the phonemic level: Methodological considerations for applied research","year":2017,"lang":"en","type":"article","venue":"Hearing Research","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Entrainment (biomusicology); Computer science; Speech recognition; Psychology; Acoustics; Physics","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":[0.06647588,0.0008983467,0.002630211,0.001943871,0.001747896,0.005886072,0.003239555,0.002003977,0.002407687],"category_scores_gemma":[0.1351609,0.0005461726,0.0009527866,0.002404763,0.008044451,0.004742786,0.003258343,0.002721997,0.0005722691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113406,"about_ca_system_score_gemma":0.003594509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005535385,"about_ca_topic_score_gemma":0.007652845,"domain_scores_codex":[0.9833432,0.01140816,0.001630959,0.001461495,0.001759088,0.0003971658],"domain_scores_gemma":[0.9489871,0.02881189,0.00295758,0.01278265,0.005820294,0.0006404528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006196765,0.001343206,0.09472893,0.008275104,0.003501217,0.0006625752,0.004976698,0.01771644,0.2393387,0.1306437,0.003747538,0.4888691],"study_design_scores_gemma":[0.00102511,0.002619206,0.3107779,0.001946277,0.003095927,0.00247356,0.003970231,0.0545361,0.1279732,0.4653433,0.02546377,0.0007755006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2068869,0.0154455,0.75252,0.006100244,0.001184702,0.002155671,0.001492345,0.0005594693,0.013655],"genre_scores_gemma":[0.7575228,0.004658077,0.2274797,0.002819692,0.0008365717,0.003887798,0.0004436121,0.0003907135,0.001961021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06647588,"threshold_uncertainty_score":0.3515623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8053748025927271,"score_gpt":0.5815704421608096,"score_spread":0.2238043604319175,"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."}}