{"id":"W2516607306","doi":"","title":"Computer simulation approach","year":2014,"lang":"en","type":"article","venue":"Annual Information Security Symposium","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Health Services Authority; University of Victoria","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003322382,0.0005049687,0.0005522107,0.0006427278,0.0006251429,0.001143909,0.001333951,0.001222837,0.02965552],"category_scores_gemma":[0.002149017,0.0003121,0.0006417527,0.0005510576,0.0004001216,0.0007000773,0.0007100407,0.000893429,0.003398673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007439028,"about_ca_system_score_gemma":0.001831312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260086,"about_ca_topic_score_gemma":0.006218899,"domain_scores_codex":[0.999648,0.0001255268,0.00001309291,0.00006160754,0.00011986,0.00003183754],"domain_scores_gemma":[0.9993464,0.0003870545,0.00003117613,0.00006456037,0.0001415007,0.00002922576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000216848,0.00006190164,0.0003373785,0.00004098998,0.0000257452,0.00006787461,0.00004280349,0.9223354,0.0005090598,0.06024443,0.002970406,0.0133423],"study_design_scores_gemma":[0.00001352697,0.000009766974,0.00005545534,0.000008886869,0.000006059978,0.00001630227,0.00001692198,0.9818327,0.0002813734,0.01063105,0.007123759,0.000004107705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02312115,0.0002181457,0.812589,0.00104868,0.0002778506,0.0002478118,0.0008462405,0.001096049,0.1605551],"genre_scores_gemma":[0.6637268,0.0007032341,0.2227172,0.0005704911,0.0001744998,0.0009823142,0.001518039,0.0004448842,0.1091626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02965552,"threshold_uncertainty_score":0.09920758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009286657121964909,"score_gpt":0.2472236929254351,"score_spread":0.2379370358034702,"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."}}