{"id":"W3136464593","doi":"10.3389/frym.2021.581824","title":"Speaking and Hearing With an Accent","year":2021,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Categorization, perception, and language","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stress (linguistics); Active listening; Linguistics; Psychology; Natural (archaeology); First language; Communication; History; Philosophy","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":[0.00009284182,0.00009755434,0.0001268268,0.00005669695,0.0001342279,0.00006835797,0.00005813045,0.00006738038,0.0003930168],"category_scores_gemma":[0.000008413338,0.00009141742,0.00002999119,0.000102336,0.00003958751,0.0001350397,0.0000136382,0.00005886321,0.000005188909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000344793,"about_ca_system_score_gemma":0.00002835684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223675,"about_ca_topic_score_gemma":0.0007911416,"domain_scores_codex":[0.9992834,0.00002659744,0.0001093546,0.000290509,0.00007915383,0.0002109541],"domain_scores_gemma":[0.9996067,0.000007539863,0.0000372795,0.0002131135,0.00006269706,0.00007270101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006249169,0.0003564187,0.7508991,0.00008464203,0.000358129,0.0001230028,0.1030484,0.00002594456,0.00202806,0.006574547,0.03214561,0.1037312],"study_design_scores_gemma":[0.004075143,0.0005647638,0.795249,0.00004227953,0.0002364067,0.0004617883,0.08517727,0.0007844655,0.0008137922,0.0006717254,0.1111909,0.0007324283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212835,0.0008301305,0.06945631,0.00008983999,0.001233344,0.0001771135,0.00001579657,0.00005036555,0.00686355],"genre_scores_gemma":[0.9828967,0.000014616,0.008006911,0.0001065295,0.0003571125,0.00003030707,0.0001965673,0.00003266878,0.008358541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029988,"threshold_uncertainty_score":0.4303259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079107953010379,"score_gpt":0.2951953229328828,"score_spread":0.274404243402779,"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."}}