{"id":"W4403232919","doi":"10.1163/22134808-bja10132","title":"Multisensory Integration of Native and Nonnative Speech in Bilingual and Monolingual Adults","year":2024,"lang":"en","type":"article","venue":"Multisensory Research","topic":"Categorization, perception, and language","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Linguistics; Audiology; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001075343,0.0001701679,0.00024271,0.0009714951,0.0001008896,0.00006095037,0.00009614084,0.0001962166,0.0003793227],"category_scores_gemma":[0.0005685829,0.0001558414,0.00003783776,0.0006500973,0.0005188152,0.0001490192,0.00006968596,0.0006064779,0.00005134636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000972295,"about_ca_system_score_gemma":0.00009532857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787342,"about_ca_topic_score_gemma":0.002150078,"domain_scores_codex":[0.9977003,0.0005824364,0.0003709915,0.0006078102,0.0003766041,0.0003618543],"domain_scores_gemma":[0.9983535,0.0009128966,0.00004089465,0.0002156219,0.0003792433,0.00009783155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009631976,0.000423657,0.01183514,0.0003712439,0.0001040837,0.0006435934,0.5375742,0.00001446204,0.07188936,0.009714174,0.0002941599,0.3661728],"study_design_scores_gemma":[0.006185181,0.001126353,0.5902878,0.001113489,0.00004333561,0.0003381249,0.3105086,0.06011208,0.02605118,0.001908041,0.001419843,0.0009059451],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929427,0.002211219,0.0001233931,0.00008986973,0.0002527361,0.0006021447,0.00006798559,0.00005623408,0.003653752],"genre_scores_gemma":[0.9955407,0.000358715,0.0004114925,0.00001040584,0.0001858989,0.00003361397,0.0000334524,0.00003406594,0.003391666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5784526,"threshold_uncertainty_score":0.6355027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062907256019621,"score_gpt":0.4600145133807209,"score_spread":0.3537237877787588,"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."}}