{"id":"W4297749898","doi":"10.31234/osf.io/j3csw","title":"Navigating the bilingual cocktail party: Interference from background speakers in listeners with varying L1/L2 proficiency","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne; McGill University Health Centre; Concordia University; McGill University; Centre for Research on Brain Language and Music","funders":"","keywords":"Tamil; Disadvantage; Psychology; Perception; Categorical variable; Linguistics; Neuroscience of multilingualism; Speech recognition; Audiology; Computer science; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055976,0.0005814102,0.0004268084,0.0003392837,0.0006196547,0.0008003527,0.000191501,0.0004197923,0.003519766],"category_scores_gemma":[0.003649954,0.0001943706,0.0001897122,0.000152402,0.0005962347,0.000522471,0.0009534768,0.0003436237,0.0006449804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720084,"about_ca_system_score_gemma":0.0004198542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730942,"about_ca_topic_score_gemma":0.006207931,"domain_scores_codex":[0.9994398,0.000142179,0.00004864121,0.0001536605,0.0001276248,0.00008811439],"domain_scores_gemma":[0.9988828,0.0005990245,0.0001110215,0.0000780664,0.0001630625,0.0001661256],"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":[0.01007971,0.0005785465,0.07693984,0.0004458605,0.0001198291,0.002040799,0.02061471,0.0003054928,0.8412691,0.0002786347,0.0004590169,0.04686853],"study_design_scores_gemma":[0.0004557419,0.005278493,0.8237469,0.000112232,0.0003952629,0.006106482,0.02333698,0.003151794,0.1319818,0.001406707,0.003866649,0.000160972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976689,0.00005568884,0.000696318,0.00002695472,0.000007320484,0.00001697275,0.00003579383,0.00001004083,0.001481917],"genre_scores_gemma":[0.9979742,0.00006264369,0.0009994927,0.00007721312,0.00001194011,0.00003781504,0.00006846512,0.00002553548,0.0007427199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003519766,"threshold_uncertainty_score":0.01177484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08359105561608546,"score_gpt":0.3423258560019568,"score_spread":0.2587348003858713,"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."}}