{"id":"W2894695797","doi":"10.1002/9781118784235.eelt0660","title":"Critical Language Awareness","year":2018,"lang":"en","type":"other","venue":"The TESOL Encyclopedia of English Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Vocabulary; Grammar; Linguistics; Subject (documents); Psychology; Pedagogy; Nonverbal communication; Consciousness raising; Language education; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001510349,0.0002830479,0.0003873607,0.0002162223,0.0003873815,0.00007596012,0.0009596251,0.0003493647,0.01125752],"category_scores_gemma":[0.021652,0.0002190376,0.0001451017,0.0001907926,0.0007316379,0.0000918626,0.0001179114,0.0005873446,0.0002340864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006121426,"about_ca_system_score_gemma":0.0004672763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03398098,"about_ca_topic_score_gemma":0.006298517,"domain_scores_codex":[0.9974992,0.0008239134,0.0003268591,0.0003256481,0.0005186427,0.0005057291],"domain_scores_gemma":[0.9977446,0.0009868866,0.0002459984,0.0006912787,0.0001464425,0.0001848509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004066496,0.00008797676,0.0001385371,0.00008720161,0.0000309457,0.00000563426,0.7000895,1.588655e-7,0.000005743661,0.01361605,0.2739207,0.01201345],"study_design_scores_gemma":[0.0001081776,0.00001484647,0.0000142061,0.000180495,0.00005444412,3.582761e-7,0.1112253,0.000003700902,0.00001090286,0.00004566748,0.8881003,0.0002416765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002536707,0.001643026,0.00003648682,0.0002091483,0.003258021,0.0003408962,0.00006517792,0.0005376043,0.9913729],"genre_scores_gemma":[0.03423313,0.0003042344,0.001159289,0.000353982,0.02254991,0.00003190648,0.00004867777,0.0003203768,0.9409985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6141796,"threshold_uncertainty_score":0.9896463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291005564992411,"score_gpt":0.4151016280913914,"score_spread":0.3921915724414673,"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."}}