{"id":"W4390049304","doi":"10.1007/s10508-023-02724-1","title":"Exploring Attitudes Toward “Sugar Relationships” Across 87 Countries: A Global Perspective on Exchanges of Resources for Sex and Companionship","year":2023,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Pécsi Tudományegyetem; Hungarian Scientific Research Fund","keywords":"Psychology; Openness to experience; Social psychology; Interpersonal relationship; Perspective (graphical); Developmental psychology; Demography; 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":[],"consensus_categories":[],"category_scores_codex":[0.000333108,0.000197615,0.0003363608,0.0001776806,0.0003330193,0.00001294513,0.0002398356,0.0001050573,0.00006126807],"category_scores_gemma":[0.00006794705,0.0002018217,0.00006858724,0.0001867891,0.0008809522,0.0001083617,0.00009348769,0.0002269546,0.00003058986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003711187,"about_ca_system_score_gemma":0.00001819361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453873,"about_ca_topic_score_gemma":0.00011903,"domain_scores_codex":[0.9984249,0.0001848316,0.0003543877,0.0004888202,0.0001749639,0.0003720804],"domain_scores_gemma":[0.9982742,0.001058179,0.0001716116,0.0003410792,0.00006657701,0.00008836561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008485704,0.000603537,0.7976397,0.0001031124,0.00009745508,0.00001449222,0.1339468,0.000007208454,0.000702837,0.06334715,0.0003477539,0.002341348],"study_design_scores_gemma":[0.0009583131,0.001008151,0.9177855,0.00005176894,0.0001042981,0.00001337615,0.07815377,0.000002313893,0.00006737606,0.001426561,0.0002622972,0.0001663211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960151,0.0004316821,0.00004574673,0.0003104486,0.0003134151,0.0005782717,0.0009472028,0.0001101331,0.001247977],"genre_scores_gemma":[0.9979801,0.00003660602,0.0003350478,0.00002201772,0.0001017187,0.0005194391,0.00004893615,0.00002380988,0.0009323581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201457,"threshold_uncertainty_score":0.8230052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3063643996595705,"score_gpt":0.4340072969555112,"score_spread":0.1276428972959406,"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."}}