{"id":"W4402521469","doi":"10.1002/hbm.70023","title":"Engagement of the speech motor system in challenging speech perception: Activation likelihood estimation meta‐analyses","year":2024,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Alzheimer Society","keywords":"Estimation; Motor theory of speech perception; Meta-analysis; Psychology; Speech perception; Neurocomputational speech processing; Perception; Speech recognition; Audiology; Computer science; Neuroscience; Medicine; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002582867,0.0004126689,0.001415532,0.000986699,0.0002329462,0.00007024943,0.0006041179,0.0003988396,0.0006492226],"category_scores_gemma":[0.00009776852,0.0002880787,0.0007380429,0.0008355554,0.00008081123,0.00005598171,0.000282124,0.001239624,0.0002401991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003665313,"about_ca_system_score_gemma":0.0001133791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002371924,"about_ca_topic_score_gemma":0.00002945353,"domain_scores_codex":[0.9959811,0.001573628,0.0009975262,0.0006286151,0.0003986582,0.0004204907],"domain_scores_gemma":[0.9981665,0.0004634766,0.0004458561,0.0008100623,0.00006706701,0.00004701172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001008977,0.0002599584,0.000007172756,0.07332978,0.01128103,0.00008635365,0.01442919,0.00004216924,0.002939693,0.005757436,0.00267131,0.8891858],"study_design_scores_gemma":[0.0016059,0.0004071944,0.009625198,0.117025,0.02244429,0.0003980725,0.01502551,0.002846348,0.00005005791,0.004860498,0.822909,0.002802981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001084263,0.9903587,0.0004576463,0.0002678655,0.0006505491,0.001917782,0.00002845275,0.00009342875,0.005141323],"genre_scores_gemma":[0.07888246,0.9131774,0.000883979,0.00009047556,0.0009551098,0.001529494,0.0002574892,0.000245788,0.003977781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8863828,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3332726879406516,"score_gpt":0.4712525378446549,"score_spread":0.1379798499040032,"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."}}