{"id":"W2982597307","doi":"10.1017/langcog.2019.36","title":"Effects of iconicity in lexical decision","year":2019,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Multisensory perception and integration","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Iconicity; Arbitrariness; Phonology; Lexical decision task; Linguistics; Computer science; Psychology; Natural language processing; Cognitive psychology; Cognition","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":[0.0009707994,0.0004741939,0.0003616482,0.0006078641,0.0002588163,0.001479917,0.0003385223,0.0005492676,0.004459366],"category_scores_gemma":[0.01570313,0.0003379649,0.0001388732,0.0003627064,0.000838229,0.0008160757,0.001206539,0.000668101,0.0002382987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690087,"about_ca_system_score_gemma":0.0002355783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007342429,"about_ca_topic_score_gemma":0.0006767842,"domain_scores_codex":[0.998785,0.0003864655,0.0001594111,0.0002769831,0.0002564239,0.0001357584],"domain_scores_gemma":[0.9732046,0.01925286,0.00340764,0.001875263,0.001034519,0.001225236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006073735,0.000641436,0.02751602,0.0003252903,0.00008303993,0.0006175543,0.001973447,0.001094372,0.9199559,0.002093652,0.000289055,0.03933651],"study_design_scores_gemma":[0.0005441525,0.003721785,0.7557016,0.0001194515,0.0003037729,0.001204802,0.001732587,0.01525358,0.206596,0.01168782,0.002949927,0.0001847113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950855,0.00006838208,0.001051281,0.00003494004,0.00001206303,0.00001838263,0.00002810587,0.00002843202,0.003672824],"genre_scores_gemma":[0.9984335,0.00001901078,0.001195368,0.00004300343,0.000005693414,0.000009969409,0.00002497336,0.00002321848,0.0002452322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004459366,"threshold_uncertainty_score":0.01491803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012152333047496,"score_gpt":0.3195359735482475,"score_spread":0.3094144502177725,"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."}}