{"id":"W2517294285","doi":"10.3934/mbe.2017023","title":"Multiplayer games and HIV transmission via casual encounters","year":2016,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Casual; Transmission (telecommunications); Human immunodeficiency virus (HIV); Computer science; Psychology; Communication; Social psychology; Biology; Virology; Telecommunications; Political science","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":[0.0006158714,0.00009119257,0.0001005846,0.0000579791,0.0002438521,0.00005278704,0.0001445863,0.00005733872,0.0002598799],"category_scores_gemma":[0.0001979824,0.00005758668,0.00002830451,0.0001628019,0.0003034297,0.0003984605,0.00002035339,0.00004445806,0.00005463245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003892185,"about_ca_system_score_gemma":0.00002938351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007447825,"about_ca_topic_score_gemma":0.000004985599,"domain_scores_codex":[0.999105,0.00004277085,0.0001474225,0.0001867072,0.000260321,0.0002577799],"domain_scores_gemma":[0.9994738,0.0002676689,0.00002071411,0.00007222837,0.00002523998,0.0001403555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001990436,0.0001035649,0.0004938171,0.0000548199,0.00001201689,0.000007621071,0.01550547,0.0001740967,0.3410145,0.5954779,0.0001071967,0.04702909],"study_design_scores_gemma":[0.004938127,0.001129303,0.008594934,0.003879195,0.0002177011,0.0002278456,0.02652154,0.3982426,0.1173122,0.2142798,0.2191126,0.005544211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4190313,0.0001347688,0.5752858,0.002185271,0.0001584699,0.0001754467,0.000003144798,0.0001688005,0.002857024],"genre_scores_gemma":[0.9949058,0.00005112366,0.004088482,0.00003338892,0.00006754697,0.000009882429,2.420306e-7,0.000005188842,0.0008383097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5758745,"threshold_uncertainty_score":0.2845503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218111447721674,"score_gpt":0.2398802270879874,"score_spread":0.2316621156402657,"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."}}