{"id":"W2065378904","doi":"10.1075/kl.16.2.05lee","title":"Review of Shin, Kiaer &amp; Cha (2013): The Sounds of Korean","year":2014,"lang":"en","type":"article","venue":"Korean Linguistics","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Audiology; Advertising; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001251325,0.0001109134,0.0003212607,0.00002246227,0.0002285129,0.00000971925,0.0003380338,0.00006686656,0.00007666328],"category_scores_gemma":[0.01556534,0.00007048035,0.0001140417,0.0002014976,0.0006944588,0.00001144877,0.00005969329,0.000125304,0.00002826973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001857133,"about_ca_system_score_gemma":0.00009086665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006524933,"about_ca_topic_score_gemma":0.001615615,"domain_scores_codex":[0.9987852,0.0001521586,0.0003339301,0.0001351136,0.0003638331,0.0002297492],"domain_scores_gemma":[0.9983121,0.0003440129,0.0002599871,0.0003284786,0.000676012,0.00007941136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007265323,0.00008216584,0.002461358,0.001831881,0.00008539222,8.715183e-7,0.03755756,7.642267e-7,0.00001361291,0.3654947,0.5863159,0.006148511],"study_design_scores_gemma":[0.0000714887,0.0000257445,0.0002007813,0.0009516253,0.00009809669,2.174566e-7,0.001346933,0.000001318442,0.00003607928,0.004958358,0.9922221,0.00008722761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000461157,0.02833307,0.0003912974,0.005065029,0.00197191,0.0004426072,0.00003740582,0.00005916508,0.9632384],"genre_scores_gemma":[0.8867957,0.08674902,0.003723985,0.003528535,0.008009244,0.00002266992,0.00005067134,0.00004325169,0.01107696],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9521614,"threshold_uncertainty_score":0.992727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121423605695997,"score_gpt":0.3246522309079142,"score_spread":0.2934379948509542,"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."}}