{"id":"W2040555246","doi":"10.1080/0163853x.2010.532757","title":"When Sarcasm Stings","year":2011,"lang":"en","type":"article","venue":"Discourse Processes","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sarcasm; Aggression; Psychology; Perspective (graphical); Negativity effect; Social psychology; Argument (complex analysis); Statement (logic); Cognitive psychology; Computer science; Irony; Linguistics; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001166513,0.0001373272,0.0001353439,0.0000676152,0.00007635826,0.00002597218,0.0001951708,0.00007046552,0.007751854],"category_scores_gemma":[0.0001677845,0.0001100429,0.00004217515,0.000151703,0.00009940022,0.0001301982,0.0000264606,0.0001090054,0.001130676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006540644,"about_ca_system_score_gemma":0.00005306304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002750341,"about_ca_topic_score_gemma":0.00007485298,"domain_scores_codex":[0.99911,0.00003495533,0.0001547508,0.0002846971,0.0001355009,0.0002801239],"domain_scores_gemma":[0.9994223,0.00003420624,0.00008627245,0.0002203531,0.0001644054,0.00007251453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008523689,0.004061667,0.0441458,0.001076973,0.000737254,0.0005831387,0.4418442,2.955911e-7,0.0009977556,0.1428564,0.1084163,0.2544279],"study_design_scores_gemma":[0.006277117,0.001370139,0.08235465,0.0006828332,0.001458882,0.0003269142,0.2875018,0.000008759199,0.06068454,0.4199347,0.1358233,0.003576274],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3585035,0.002344262,0.0007833741,0.0001664073,0.0006898227,0.0001916521,0.00002325101,0.0002110507,0.6370867],"genre_scores_gemma":[0.9906145,0.00001904041,0.000469514,0.0004198398,0.0003050392,0.00008568708,0.00002271388,0.00002695279,0.008036734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.632111,"threshold_uncertainty_score":0.9996471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890501108375642,"score_gpt":0.3259629704623055,"score_spread":0.277057959378549,"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."}}