{"id":"W2053968294","doi":"10.5539/elt.v6n9p168","title":"A Study on the Relationship between English Vocabulary Threshold and Word Guessing Gtrategy for Pre-University Chinese Students in Malaysia","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Reading comprehension; Test (biology); Psychology; Reading (process); Word (group theory); Mathematics education; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520406,0.0002189791,0.0002487371,0.0002309354,0.0003733657,0.0002207817,0.0003787263,0.0001279967,0.0008872306],"category_scores_gemma":[0.00151196,0.0001740529,0.0000657932,0.0001721421,0.00004046973,0.0003436194,0.0001085873,0.001056813,0.00001876919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000584069,"about_ca_system_score_gemma":0.000009928392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005299948,"about_ca_topic_score_gemma":0.00006539493,"domain_scores_codex":[0.9979457,0.0008195169,0.0002551466,0.0004289083,0.0002095681,0.0003411536],"domain_scores_gemma":[0.997299,0.002013671,0.0001192469,0.0004466726,0.00003583957,0.0000855608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003035886,0.000144312,0.5721765,0.000006242497,0.00004073158,0.00004573246,0.4258704,0.00001500955,0.00001122925,0.0005296266,0.0001680213,0.0009619263],"study_design_scores_gemma":[0.001171362,0.00008589225,0.6529022,0.00003845967,0.00002197294,0.000001358233,0.345492,0.00002626172,9.718409e-7,0.00005197135,0.0000665991,0.0001410119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904521,0.0003722338,0.00008052593,0.00006716797,0.0002398382,0.00115516,0.00001053399,0.0001751139,0.007447348],"genre_scores_gemma":[0.9976339,2.271284e-7,0.00008419844,0.0004947942,0.0006424473,0.00005835485,0.00004834014,0.00003813843,0.000999587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072574,"threshold_uncertainty_score":0.9714553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803999747818634,"score_gpt":0.3380026225466833,"score_spread":0.309962625068497,"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."}}