{"id":"W2165217521","doi":"10.5539/elt.v6n4p74","title":"Study on Correlation of English Pronunciation Self-Concept to English Learning","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronunciation; Psychology; Linguistics; Constructive; English language; Class (philosophy); Mathematics education; Process (computing); Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001861281,0.0001811719,0.0003002692,0.0009584402,0.0003856729,0.0006786573,0.0002509582,0.0002138531,0.002090016],"category_scores_gemma":[0.008201102,0.0001607687,0.0003875816,0.0007246092,0.0005956577,0.0004213382,0.0005116399,0.0008440989,0.0002449597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064174,"about_ca_system_score_gemma":0.0007513941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160754,"about_ca_topic_score_gemma":0.001433371,"domain_scores_codex":[0.9991325,0.0003016992,0.00007428993,0.0001002792,0.0002553241,0.0001359224],"domain_scores_gemma":[0.9916905,0.004759022,0.001290504,0.0002438066,0.0009948452,0.001021327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006407683,0.0002800366,0.9886525,0.00002474308,0.00004195902,0.0001059502,0.00321165,0.00003648461,0.0002153798,0.0001929745,0.0001292918,0.007045058],"study_design_scores_gemma":[0.00000695905,0.0004484575,0.9932677,0.00001590712,0.00002084278,0.0002801456,0.004539942,0.0002739572,0.0001792833,0.0001191499,0.000839911,0.000007802906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992887,0.00006963655,0.00006683917,0.00002449871,0.000005982074,0.000009554497,0.00002211168,6.140552e-7,0.0005120391],"genre_scores_gemma":[0.9995788,0.00004609167,0.00007137891,0.00001076288,0.000003503733,0.00001135977,0.00003536226,7.54325e-7,0.0002420341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002090016,"threshold_uncertainty_score":0.009843469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103113135531792,"score_gpt":0.2380791124227936,"score_spread":0.2270479810674757,"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."}}