{"id":"W3082212896","doi":"10.1075/jslp.20038.mun","title":"Foreign accent, comprehensibility and intelligibility, redux","year":2020,"lang":"en","type":"article","venue":"Journal of Second Language Pronunciation","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Intelligibility (philosophy); Pronunciation; Linguistics; Redux; Stress (linguistics); Psychology; Computer science; Natural language processing; Cognitive psychology; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005494848,0.0003388329,0.0002894441,0.00129801,0.000565477,0.00309614,0.0007534903,0.0006935069,0.002575051],"category_scores_gemma":[0.03052179,0.000100452,0.0001394607,0.000789369,0.002761815,0.001978949,0.001119725,0.001789617,0.0003225343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008144947,"about_ca_system_score_gemma":0.0005423361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003675988,"about_ca_topic_score_gemma":0.003955062,"domain_scores_codex":[0.9980971,0.0009828099,0.0001214452,0.0002190462,0.0005253062,0.00005418698],"domain_scores_gemma":[0.9691638,0.0239138,0.002279101,0.0008967826,0.003415775,0.0003307247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001368047,0.0003470016,0.1313352,0.002802712,0.0002077771,0.002340394,0.2341861,0.001074012,0.02036292,0.2383805,0.05244284,0.3151528],"study_design_scores_gemma":[0.00004022791,0.0008386683,0.5821524,0.002439669,0.0001685605,0.001841755,0.0894452,0.002196031,0.01186259,0.07196593,0.2367551,0.0002939183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.754946,0.06410296,0.01647415,0.07832131,0.007080011,0.000094287,0.000990444,0.0001686335,0.07782216],"genre_scores_gemma":[0.9835254,0.004739385,0.002222074,0.002161433,0.001190177,0.00003843468,0.00007495491,0.0000385197,0.006009607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005494848,"threshold_uncertainty_score":0.02905989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356063288998683,"score_gpt":0.3545883802944352,"score_spread":0.3010277474044484,"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."}}