{"id":"W2054498481","doi":"10.1097/qad.0b013e32833af8e2","title":"Benign concurrency in context and practice: a response to Epstein and Stanton","year":2010,"lang":"en","type":"letter","venue":"AIDS","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Polygyny; Demography; Context (archaeology); Odds ratio; Odds; Medicine; Psychology; Population; Geography; Sociology; Logistic regression; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003152719,0.0001421077,0.0002360418,0.0001997724,0.0002303352,0.0001696894,0.0001427093,0.0009860387,0.0001936977],"category_scores_gemma":[0.01215706,0.0001409752,0.00001955192,0.0002420429,0.0002101908,0.0002482663,0.00005880233,0.00183392,0.00003156776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005139119,"about_ca_system_score_gemma":0.0002715342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234051,"about_ca_topic_score_gemma":0.004342817,"domain_scores_codex":[0.9971859,0.001624261,0.0002253348,0.0003286156,0.0003499377,0.0002859834],"domain_scores_gemma":[0.9943966,0.005108519,0.0001002384,0.0001828229,0.00009470068,0.0001171461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007378918,0.00003852719,0.003363276,0.00005830392,0.00003813038,0.0005720418,0.1177707,9.009253e-8,0.0004410737,0.01198076,0.7926441,0.07235511],"study_design_scores_gemma":[0.0002506312,0.0001637207,0.000496576,0.00004247289,0.00001952238,0.000004632493,0.005369731,7.584025e-7,0.000003096253,0.001004794,0.992466,0.000178005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1394278,0.00100573,0.00003317477,0.8329908,0.000562966,0.0006693096,0.00004179854,0.00003152466,0.02523691],"genre_scores_gemma":[0.5437436,0.0003436995,0.0007679498,0.4244148,0.001649581,0.00007700686,0.00003153383,0.00003614713,0.02893572],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.408576,"threshold_uncertainty_score":0.996164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905035152568005,"score_gpt":0.3713887652772637,"score_spread":0.3223384137515837,"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."}}