{"id":"W4244270811","doi":"10.31234/osf.io/3wu9r","title":"Second language experience impacts first language irony comprehension among bilingual adults","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Irony; Comprehension; Psychology; Linguistics; Literal and figurative language; Reading comprehension; Cognition; Language proficiency; Context (archaeology); Cognitive psychology; Reading (process); History","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":["insufficient_payload"],"category_scores_codex":[0.0002051152,0.0007250189,0.0007974945,0.0002275141,0.0001608814,0.0001627098,0.0007264249,0.000786435,0.02865924],"category_scores_gemma":[0.000168067,0.0006316495,0.000395966,0.0002519691,0.0002090518,0.0001447893,0.000786747,0.001273501,0.001371779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009148242,"about_ca_system_score_gemma":0.0001031034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00455817,"about_ca_topic_score_gemma":0.005805648,"domain_scores_codex":[0.996256,0.0002648004,0.0007152182,0.001521822,0.0004897268,0.0007524392],"domain_scores_gemma":[0.9974939,0.0002116382,0.0004078489,0.001332986,0.0001144412,0.0004391789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009564558,0.0007498369,0.004671741,0.001305246,0.0005072894,0.003724177,0.9459292,0.00001671544,0.0104531,0.0006436834,0.01503117,0.01601141],"study_design_scores_gemma":[0.009521768,0.0010748,0.207663,0.002299648,0.0006551116,0.0003333088,0.7237875,0.001309695,0.03881034,0.0007501943,0.00807463,0.005719969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315903,0.002790286,0.0002785761,0.0001352306,0.002207119,0.0009487864,0.0002738338,0.0006635005,0.06111236],"genre_scores_gemma":[0.9906825,0.00004320582,0.000446497,0.00133141,0.001073641,0.0001543183,0.0009248798,0.0001175212,0.005226026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221417,"threshold_uncertainty_score":0.9996135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317842098089195,"score_gpt":0.311479574219245,"score_spread":0.2883011532383531,"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."}}