{"id":"W4412664582","doi":"10.1016/j.copsyc.2025.102124","title":"Personality and sexuality","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Human sexuality; Personality; Social psychology; Psychoanalysis; Clinical psychology; Gender studies; Sociology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078718,0.0007648838,0.002504366,0.001088956,0.00008966453,0.00002761276,0.0008415492,0.001744758,0.0009754493],"category_scores_gemma":[0.0001456535,0.0007351523,0.0003255087,0.00101303,0.0006129278,0.00004877264,0.0003290815,0.001997446,0.0002553025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114113,"about_ca_system_score_gemma":0.0001715986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009225069,"about_ca_topic_score_gemma":0.0000162423,"domain_scores_codex":[0.9939687,0.001641639,0.001459515,0.001932549,0.000186596,0.0008110411],"domain_scores_gemma":[0.997115,0.0005944039,0.000501644,0.001590573,0.00005602287,0.0001423213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001654115,0.0007687833,0.001648266,0.009979624,0.00007699896,0.000004249508,0.0002523755,1.475903e-9,1.853553e-8,0.04314098,0.02536153,0.9187506],"study_design_scores_gemma":[0.0007880412,0.0001031433,0.002476376,0.004233139,0.000156018,0.0001315163,0.00007750277,7.996753e-8,6.542348e-9,0.001857968,0.9896193,0.0005568857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000019759,0.9480432,0.00006075533,0.0002311139,0.0398913,0.001125199,0.0002480145,0.0002115457,0.01016915],"genre_scores_gemma":[0.000002906929,0.9964996,0.00003628245,0.0000920274,0.0006644471,0.0008486813,0.0004632417,0.0000500042,0.00134284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642578,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.253349769634495,"score_gpt":0.5461031113432521,"score_spread":0.2927533417087571,"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."}}