{"id":"W4284710415","doi":"10.1075/ftl.16.07col","title":"Embodied simulations and verbal irony comprehension","year":2022,"lang":"en","type":"book-chapter","venue":"Figurative thought and language","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Irony; Embodied cognition; Sarcasm; Metaphor; Comprehension; Literal and figurative language; Linguistics; Psychology; Cognitive science; Computer science; Artificial intelligence; Philosophy","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":[0.00008675316,0.0003613471,0.0004177118,0.0001462689,0.0002941523,0.00004341437,0.00009388886,0.0002142483,0.03117891],"category_scores_gemma":[0.00001340954,0.0003216303,0.00009343626,0.00004315186,0.0001438767,0.00009631548,0.0001085941,0.0004908852,0.000127931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003339147,"about_ca_system_score_gemma":0.00001734274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008141503,"about_ca_topic_score_gemma":0.00009866619,"domain_scores_codex":[0.9986548,0.000118877,0.0002621955,0.0005272542,0.0002098326,0.0002269979],"domain_scores_gemma":[0.9991489,0.0002294436,0.0001776557,0.0003020447,0.0000444216,0.00009751592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004989587,0.0001382507,0.00004456006,0.0001387348,0.0005684557,0.001064734,0.0782965,0.000003492235,0.001329322,0.8579814,0.01483668,0.0450989],"study_design_scores_gemma":[0.00331454,0.0006977907,0.002383222,0.0002522981,0.0007243197,0.0002916032,0.01485149,0.00009175712,0.0001176894,0.0170083,0.9585837,0.001683259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01289454,0.01096366,0.00006363931,0.00009274319,0.0003941205,0.0004684507,0.00108558,0.000113296,0.973924],"genre_scores_gemma":[0.3639064,0.0001877717,0.00009989418,0.0005410183,0.0005245343,0.00003721642,0.002022254,0.00008244507,0.6325984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.943747,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733955084695226,"score_gpt":0.2951513961202089,"score_spread":0.2678118452732566,"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."}}