{"id":"W2153483706","doi":"10.5430/elr.v1n1p104","title":"The Relationship between Critical Thinking and L2 Grammatical and Lexical Knowledge","year":2012,"lang":"en","type":"article","venue":"English Linguistics Research","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; Vocabulary; Critical thinking; Psychology; Watson; Test (biology); Linguistics; Correlation; Mathematics education; Natural language processing; Computer science; Mathematics; Philosophy","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":[0.0006106168,0.0002394148,0.0002112542,0.001574273,0.0003775663,0.001111249,0.0002154137,0.0002601478,0.002287789],"category_scores_gemma":[0.007741642,0.0001399891,0.0002050788,0.0005495732,0.0007582303,0.0005897965,0.0004414837,0.0008068036,0.0001441503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989342,"about_ca_system_score_gemma":0.0007824305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462751,"about_ca_topic_score_gemma":0.002718669,"domain_scores_codex":[0.9995955,0.00008884541,0.00003635406,0.00005176236,0.0001469603,0.00008071942],"domain_scores_gemma":[0.9901512,0.003825229,0.003863818,0.0002635869,0.0009864558,0.0009098123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152301,0.000421442,0.9746709,0.000051232,0.00004137277,0.0004809158,0.006287588,0.0001790339,0.001648755,0.0003885834,0.0001356451,0.01557924],"study_design_scores_gemma":[0.000007132067,0.0002795518,0.9915187,0.0000282347,0.0000194305,0.0006885286,0.005028609,0.0004642452,0.0006235697,0.0009528776,0.0003717251,0.00001744016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985384,0.00006733445,0.000089929,0.00003601968,0.000001979105,0.000007056249,0.000008294399,0.000001883888,0.001249162],"genre_scores_gemma":[0.9995593,0.00005149747,0.0001077862,0.00001306312,0.000003637683,0.000005084232,0.00001414732,9.02373e-7,0.000244474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462751,"threshold_uncertainty_score":0.007653356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2524051916723478,"score_gpt":0.512878420545807,"score_spread":0.2604732288734592,"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."}}