{"id":"W4396922837","doi":"10.1080/09658416.2024.2355086","title":"Raising L2 readers’ awareness of English as a Lingua Franca in a language classroom","year":2024,"lang":"en","type":"article","venue":"Language Awareness","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Raising (metalworking); Linguistics; Metalinguistics; Lingua franca; Psychology; English as a lingua franca; Multilingualism; Consciousness raising; Indo-European languages; Teaching method; Pedagogy; Vocabulary development; Philosophy; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005971739,0.0002770647,0.0004343559,0.0003947481,0.0002023843,0.0003183259,0.0002960025,0.000130627,0.001186345],"category_scores_gemma":[0.0006072359,0.0002509177,0.0001602699,0.0002038362,0.0001436373,0.0003033951,0.00007993576,0.0006359151,0.00007386829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005980376,"about_ca_system_score_gemma":0.0001878682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457134,"about_ca_topic_score_gemma":0.005488326,"domain_scores_codex":[0.9981533,0.0002030938,0.0004322213,0.0004593847,0.0003140009,0.0004380516],"domain_scores_gemma":[0.9989552,0.0003554657,0.00009645554,0.0003968762,0.0001215462,0.00007445422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003089872,0.00008504652,0.003314645,0.0006036061,0.00005902581,0.0005360465,0.9649592,0.0001208147,0.0007701076,0.00721794,0.0003069292,0.02199576],"study_design_scores_gemma":[0.001583299,0.0002300309,0.0009285875,0.004918396,0.0001443177,0.00002675213,0.7821599,0.001808725,0.006831587,0.0007372061,0.1993,0.001331231],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617358,0.00860172,0.0002118518,0.00007817506,0.001890488,0.0001541705,0.00004283114,0.0005106909,0.02677429],"genre_scores_gemma":[0.9923353,0.00001935243,0.00007559746,0.0001548239,0.001963602,0.00002312132,0.00008432227,0.0000799033,0.005264046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198993,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361391911035314,"score_gpt":0.3070413367876425,"score_spread":0.2734274176772894,"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."}}