{"id":"W4242437876","doi":"10.1137/1.9781611973075.132","title":"Quasirandom Load Balancing","year":2010,"lang":"en","type":"article","venue":"","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Load balancing (electrical power); Mathematics","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":[0.001859202,0.0006851478,0.000951009,0.0008488509,0.0009277384,0.001374776,0.003132798,0.001109695,0.006336982],"category_scores_gemma":[0.005408863,0.0004895558,0.0006076976,0.0007986577,0.001436314,0.002559954,0.002028682,0.001042721,0.002063007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050615,"about_ca_system_score_gemma":0.001344358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734863,"about_ca_topic_score_gemma":0.00117271,"domain_scores_codex":[0.9978108,0.0006905018,0.000121601,0.0004717483,0.0006842914,0.0002211119],"domain_scores_gemma":[0.9963426,0.0009947051,0.0005153778,0.001474073,0.0004978787,0.0001753515],"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":[0.0009082816,0.0004330217,0.002325444,0.0002466232,0.0001367037,0.0002388336,0.0003002377,0.4529873,0.04118706,0.2478539,0.008047378,0.2453353],"study_design_scores_gemma":[0.0001006079,0.0001298174,0.00020379,0.000008046918,0.00001450371,0.0001144473,0.00002069595,0.9433628,0.005226851,0.04633787,0.004454697,0.00002599163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01273621,0.00006662774,0.9847282,0.0001973838,0.00008408233,0.00009208045,0.00003657053,0.0007709067,0.001287878],"genre_scores_gemma":[0.4362576,0.0001345273,0.5561413,0.0003669726,0.0001425906,0.0004153518,0.0002218207,0.0002562005,0.006063632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006336982,"threshold_uncertainty_score":0.02119935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003059527805091713,"score_gpt":0.1756787538450718,"score_spread":0.1726192260399801,"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."}}