{"id":"W1816318831","doi":"10.1371/journal.pone.0135902","title":"Using Psychophysiological Measures to Examine the Temporal Profile of Verbal Humor Elicitation","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Humor Studies and Applications","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Facial electromyography; Psychology; Comprehension; Cognition; Audiology; Cognitive psychology; Psychophysiology; Electromyography; Developmental psychology; Neuroscience; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001709727,0.00007510671,0.0001616883,0.00002457534,0.00007964713,0.000006270578,0.0001416544,0.00003522377,0.0001221704],"category_scores_gemma":[0.00008374421,0.00005021991,0.00002809605,0.0001901973,0.00006684564,0.00001186551,0.00003938331,0.0000729173,0.00015734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001930936,"about_ca_system_score_gemma":0.00001472888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114906,"about_ca_topic_score_gemma":0.00001309473,"domain_scores_codex":[0.9992354,0.00006981689,0.0001796307,0.0001677602,0.0002029964,0.0001443948],"domain_scores_gemma":[0.9994512,0.00004289767,0.00007172732,0.0002609899,0.0001136175,0.00005961896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005461707,0.008118123,0.01298301,0.0000590438,0.0008984731,0.000004500977,0.0296531,0.00007644288,0.8843562,0.03093764,0.02631848,0.006048809],"study_design_scores_gemma":[0.0070888,0.005836091,0.8355985,0.000427037,0.001027072,0.00001309333,0.0563692,0.002011971,0.04974613,0.01157296,0.02856316,0.001745951],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985966,0.0001026891,0.0002237059,0.0009215991,0.00005735032,0.0004469247,0.0000168376,0.00002938313,0.01223553],"genre_scores_gemma":[0.9945706,0.000001942493,0.004411455,0.0002109903,0.0001935376,0.0001692706,0.000008941701,0.000009300574,0.0004239982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8346101,"threshold_uncertainty_score":0.2047909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4225611789300595,"score_gpt":0.3911445434528852,"score_spread":0.03141663547717433,"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."}}