{"id":"W2065051855","doi":"10.5539/ies.v1n2p18","title":"What ‘Crazy English’ can tell us? Inspiration and Motivation from Li Yang","year":2008,"lang":"en","type":"article","venue":"International Education Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronunciation; Phonetics; Psychology; Linguistics; Foreign language; Mathematics education; China; Philosophy; History","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":[0.003321121,0.0004656261,0.0005760827,0.0009462472,0.003694029,0.003655629,0.0006252362,0.001504697,0.002304667],"category_scores_gemma":[0.005431593,0.0002836309,0.0003514482,0.0006842695,0.005022682,0.005224738,0.002157587,0.006410897,0.0006126819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980832,"about_ca_system_score_gemma":0.002078676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132207,"about_ca_topic_score_gemma":0.006780719,"domain_scores_codex":[0.9986255,0.0008251177,0.00004877161,0.0001196062,0.0002429715,0.0001379432],"domain_scores_gemma":[0.9960564,0.002083628,0.0001673527,0.00007580734,0.0005381123,0.00107867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000123643,0.0002565886,0.008885387,0.000786812,0.00005877122,0.002167969,0.3202493,0.0001849344,0.001888339,0.182662,0.3465437,0.1361926],"study_design_scores_gemma":[0.00003669538,0.0001582875,0.007266555,0.001013518,0.00002723372,0.002116005,0.1231686,0.0005592301,0.0007406229,0.04849929,0.8163026,0.000111268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08390797,0.05629574,0.003360074,0.755367,0.005280125,0.00008697488,0.0001131425,0.00007856258,0.09551036],"genre_scores_gemma":[0.6651021,0.06699635,0.007023072,0.1562604,0.003947085,0.0002204174,0.0001277878,0.0001914304,0.1001313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003694029,"threshold_uncertainty_score":0.017564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178983951422182,"score_gpt":0.3237748455874047,"score_spread":0.2058764504451865,"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."}}