{"id":"W2986918529","doi":"10.1145/3360322.3360995","title":"BESOS","year":2019,"lang":"en","type":"article","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Canarie","keywords":"Computer science; Cloud computing; Software; Task (project management); Software engineering; Systems engineering; Energy (signal processing); Human–computer interaction; Operating system; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163397,0.0012637,0.0006820282,0.0008695845,0.0005247146,0.001703996,0.001717291,0.0009022669,0.1240327],"category_scores_gemma":[0.0024975,0.0006613942,0.0008393024,0.0006483875,0.0004696818,0.002619168,0.002650619,0.001610971,0.06953613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616645,"about_ca_system_score_gemma":0.001123525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171979,"about_ca_topic_score_gemma":0.002077049,"domain_scores_codex":[0.9992608,0.0001407252,0.00004738078,0.0001355467,0.0003074583,0.0001080362],"domain_scores_gemma":[0.9990707,0.0002126857,0.00006404071,0.0002436531,0.0002736063,0.0001352916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001779751,0.000457248,0.00268918,0.001402138,0.0001154368,0.0004633426,0.0004079607,0.01729002,0.01847197,0.09569027,0.599017,0.2622157],"study_design_scores_gemma":[0.0003102379,0.0001535139,0.001005285,0.0001575598,0.00002905694,0.0002098594,0.00007377931,0.02920735,0.007420152,0.02511007,0.9362754,0.00004774885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01656854,0.001375411,0.3224506,0.001622223,0.0007245244,0.001271636,0.03818032,0.2557231,0.3620837],"genre_scores_gemma":[0.1740281,0.003501871,0.3067633,0.00252155,0.0003842262,0.003088623,0.160841,0.06045125,0.28842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1240327,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001095458854455809,"score_gpt":0.1281363275229617,"score_spread":0.1270408686685059,"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."}}