{"id":"W4406160109","doi":"10.1016/j.biopsycho.2025.108983","title":"Sex differences in resting-state fMRI functional connectivity related to humor styles","year":2025,"lang":"en","type":"article","venue":"Biological Psychology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Institute for Research Excellence in Learning Sciences, National Taiwan Normal University","keywords":"Resting state fMRI; Functional connectivity; Psychology; Neuroscience; Default mode network; Cognitive psychology","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":[],"category_scores_codex":[0.0004035106,0.0001943896,0.0003952777,0.0001732396,0.0001665654,0.00001154538,0.0002650843,0.0002359654,0.001239912],"category_scores_gemma":[0.0002471083,0.0001475909,0.00007139381,0.0006279415,0.0002786668,0.000009797866,0.0001268109,0.0003549799,0.0005877006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003585019,"about_ca_system_score_gemma":0.00001476146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008502673,"about_ca_topic_score_gemma":0.00007449721,"domain_scores_codex":[0.9979137,0.0003556997,0.0004297261,0.0007818517,0.00006214449,0.0004569359],"domain_scores_gemma":[0.998779,0.0006629158,0.00007692647,0.0003687205,0.00003281013,0.00007961053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003644704,0.0008833415,0.7405447,0.00000450293,0.0001227309,0.00003385855,0.0007176865,0.000007602082,0.003763444,0.2076402,0.03020287,0.0157146],"study_design_scores_gemma":[0.0006813096,0.0002655694,0.9620174,0.000009605485,0.000004835998,0.000008588559,0.0005893205,0.000004636507,0.00001299708,0.01601421,0.02023075,0.0001608014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692794,0.0002084671,0.0006496337,0.007044451,0.0006152832,0.0003774791,0.00002245514,0.0001282366,0.1216745],"genre_scores_gemma":[0.9907108,0.00002992222,0.0001399403,0.002885363,0.0000459994,0.0004016517,0.00001434205,0.000006948974,0.005765037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2214727,"threshold_uncertainty_score":0.9996731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044260879973174,"score_gpt":0.3997322345042667,"score_spread":0.2953061465069493,"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."}}