{"id":"W2924227685","doi":"10.1016/j.jsxm.2019.02.015","title":"A Descriptive Analysis of Sexual Problems in Long-Term Heterosexual Relationships","year":2019,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Term (time); Psychology; Descriptive statistics; Sexual behavior; Heterosexuality; Descriptive research; Developmental psychology; Homosexuality; Statistics; Mathematics; Psychoanalysis; Physics","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":[0.002412274,0.0002181641,0.001090313,0.00117306,0.00007329912,0.000005757128,0.0001628531,0.0001071082,0.00060487],"category_scores_gemma":[0.0006861078,0.0001222071,0.00004030833,0.001865311,0.0002928465,0.0001683026,0.00005145345,0.0007684308,0.00002626514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132769,"about_ca_system_score_gemma":0.00009969181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282752,"about_ca_topic_score_gemma":0.0001741649,"domain_scores_codex":[0.9971575,0.0003081562,0.001235291,0.0001950548,0.0008595051,0.0002445047],"domain_scores_gemma":[0.9973798,0.0007441215,0.0007661486,0.0003785983,0.0005748249,0.0001565371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001857418,0.0003691292,0.9137608,0.0002384197,0.002766778,0.00003060325,0.01739648,0.001464543,0.05883937,0.00005572551,0.001108404,0.002112293],"study_design_scores_gemma":[0.004347331,0.01121933,0.9559149,0.0002173815,0.003831373,0.0003294332,0.02343854,0.0003338117,0.00007038422,0.00002734641,0.0001410395,0.0001290998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934606,0.001589036,0.001835051,0.001319868,0.0007660263,0.0003765074,0.000004163108,0.00001542807,0.0006333297],"genre_scores_gemma":[0.9960693,0.0001112819,0.00005127173,0.0003573854,0.0003128543,0.000003385529,0.00001552335,0.00001860274,0.003060433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05876899,"threshold_uncertainty_score":0.6622903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09133627596471734,"score_gpt":0.320427376759706,"score_spread":0.2290911007949887,"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."}}