{"id":"W4416827928","doi":"10.1111/pere.70045","title":"Who Is “Doing It”? Casual Sex and WellBeing in Singlehood","year":2025,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Casual; Romance; Context (archaeology); Thriving; Sexual behavior; Sex partners","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005126958,0.0001406915,0.0001585562,0.000325382,0.0003961783,0.00004726401,0.00007894242,0.0002368397,0.0002214927],"category_scores_gemma":[0.0001061306,0.0001484777,0.00005072976,0.0004469353,0.0000855429,0.0001294957,0.00004336803,0.0006669051,0.00008718423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009988542,"about_ca_system_score_gemma":0.00005494137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005773077,"about_ca_topic_score_gemma":0.0001318542,"domain_scores_codex":[0.9988035,0.000194515,0.000289635,0.0003177404,0.0001388778,0.0002557452],"domain_scores_gemma":[0.9989911,0.000724938,0.00006259843,0.0001362805,0.00002868084,0.00005635538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001783122,0.00005038239,0.918011,0.00001488765,0.00004498565,0.000009580962,0.01890548,0.000034583,0.00001108742,0.05888551,0.00201312,0.002001542],"study_design_scores_gemma":[0.001000646,0.00002574295,0.9501394,0.0001594049,0.00006409409,0.00001968032,0.0136454,0.01763531,0.000003536181,0.005887363,0.01116441,0.0002550091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7725881,0.001242437,0.00531368,0.007125555,0.0003793716,0.0002466269,0.00001006119,0.00005962927,0.2130345],"genre_scores_gemma":[0.9588458,0.00002020074,0.0006706409,0.0004451722,0.00005487421,0.00001714103,0.00001631974,0.00001349568,0.03991633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862577,"threshold_uncertainty_score":0.6054745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847811438798818,"score_gpt":0.3800505287118041,"score_spread":0.3415724143238159,"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."}}