{"id":"W4388961712","doi":"10.1093/applin/amad067","title":"Playing with second language metaphor: An exploration with advanced Chinese learners of English","year":2023,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Linguistics; Psychology; Comprehension; Mandarin Chinese; Metaphor; Competence (human resources); Communicative competence; Conceptual metaphor; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121808,0.0009753379,0.0008871077,0.001342328,0.004221187,0.003110549,0.001106434,0.001047233,0.003924354],"category_scores_gemma":[0.002633924,0.0004912381,0.0005006553,0.0006398314,0.003744777,0.002094666,0.0024583,0.001927729,0.0005329431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737688,"about_ca_system_score_gemma":0.0023875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00824432,"about_ca_topic_score_gemma":0.01591338,"domain_scores_codex":[0.9992138,0.0003200525,0.00002716726,0.00009703181,0.0001527339,0.0001891577],"domain_scores_gemma":[0.9986761,0.0007122579,0.0001147762,0.00006475371,0.0001387027,0.0002933833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006786697,0.0006221627,0.02033849,0.0001921155,0.000009102949,0.002560958,0.9623306,0.0000604267,0.005850022,0.001319251,0.0003675505,0.006281541],"study_design_scores_gemma":[0.00002164141,0.0004939141,0.02805991,0.0001038802,0.00001642913,0.001758053,0.9591674,0.0004988778,0.001875559,0.0008533618,0.007108182,0.00004281846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984635,0.00007120815,0.0001990767,0.00007916292,0.000004634913,0.00002606141,0.00001487175,0.00000391226,0.001137631],"genre_scores_gemma":[0.996405,0.0001844153,0.0005820378,0.00007815726,0.000004368997,0.00006000062,0.00002357222,0.00000872812,0.002653637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00824432,"threshold_uncertainty_score":0.01639265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837051424890743,"score_gpt":0.2932353651729744,"score_spread":0.274864850924067,"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."}}