{"id":"W7144863849","doi":"","title":"Japanese Tertiary-level Students' Cognition of World Englishes","year":2020,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Englishes; Pronunciation; Preference; Syntax; Multitude; Cognition; Varieties of English","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002411703,0.0002006476,0.0002349876,0.00009883371,0.0007188482,0.0002744083,0.0003148112,0.00003719754,0.0005251982],"category_scores_gemma":[0.0005691323,0.0001836824,0.00009887107,0.00009996296,0.0004700767,0.0008967177,0.0001732596,0.000362776,0.00007854279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004498295,"about_ca_system_score_gemma":0.0001103909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006806302,"about_ca_topic_score_gemma":0.0003760458,"domain_scores_codex":[0.9982309,0.0001012503,0.0004476507,0.0003348378,0.0006756778,0.0002096799],"domain_scores_gemma":[0.9990053,0.0001683026,0.0001850314,0.0002344422,0.0002686602,0.0001383308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007642296,0.00128305,0.03840555,0.001059442,0.0008264366,0.0005158737,0.2276845,0.000471702,0.01282292,0.6735208,0.04084885,0.001796665],"study_design_scores_gemma":[0.00137793,0.0001975921,0.004679556,0.0007535007,0.0002319281,0.00003687748,0.01096495,0.0001903472,0.006005612,0.0001871043,0.9746832,0.0006914678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882673,0.0006390686,0.0005332751,0.001296852,0.00409178,0.00041183,0.001652442,0.0004474311,0.1082543],"genre_scores_gemma":[0.9930725,0.000007929366,0.0003417821,0.0005092943,0.002990117,0.00002212089,0.0007967527,0.00001842632,0.002241104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9338343,"threshold_uncertainty_score":0.7490349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330786998991975,"score_gpt":0.2735751659032258,"score_spread":0.2102672959133061,"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."}}