{"id":"W4381741192","doi":"10.55606/jupensi.v3i2.2008","title":"The Importance Of English Vowel In English Linguistics For Literacy Study","year":2023,"lang":"en","type":"article","venue":"Jurnal Pendidikan dan Sastra Inggris","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronunciation; British English; American English; Literacy; Linguistics; Vowel; Varieties of English; Vocabulary; Australian English; English language; English-based creole languages; English studies; Population; First language; Psychology; Sociology; History; Modern language; Language assessment; Pedagogy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002449867,0.0002165636,0.0003029759,0.0002500495,0.0003332087,0.000407562,0.001342745,0.00007446422,0.00000221131],"category_scores_gemma":[0.0213795,0.0001756284,0.000137777,0.0008710402,0.00005123396,0.0002771369,0.0003057128,0.0007097189,0.000003184786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005681282,"about_ca_system_score_gemma":0.00009195341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005840924,"about_ca_topic_score_gemma":0.0001556418,"domain_scores_codex":[0.9976127,0.0001912134,0.0007075217,0.000459822,0.0004594761,0.0005693323],"domain_scores_gemma":[0.9964377,0.001226445,0.0003677798,0.0007228419,0.001137317,0.0001078688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006470265,0.0004615033,0.6520596,0.0001136983,0.0001033416,0.0002147472,0.2585315,0.001397557,0.00003665943,0.007063918,0.00570822,0.07424454],"study_design_scores_gemma":[0.006391284,0.002321202,0.5118697,0.000765547,0.00009741037,0.000009343262,0.06746819,0.02521391,0.0007178743,0.002571496,0.3808819,0.001692128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920174,0.0002025331,0.001358178,0.00003768054,0.003409619,0.0004691351,0.00001516514,0.0004188077,0.002071489],"genre_scores_gemma":[0.9929863,0.00001756657,0.004749357,0.00003934326,0.001960441,0.00004387052,0.00001222263,0.00002888986,0.0001619827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3751737,"threshold_uncertainty_score":0.9868639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413252041443316,"score_gpt":0.2912285851377014,"score_spread":0.2770960647232682,"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."}}