{"id":"W104336074","doi":"","title":"Optimizing in Ottawa Facility reaps significant benefits by optimizing centrifuge operations","year":2005,"lang":"en","type":"article","venue":"Water environment & technology","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Centrifuge; Computer science; Environmental science; Operations research; Operations management; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345898,0.001316137,0.0005976719,0.001052377,0.003760352,0.002660267,0.001512212,0.001114666,0.01571856],"category_scores_gemma":[0.003111343,0.0004335856,0.0008238099,0.001306838,0.0008660574,0.001492263,0.0009648781,0.001416461,0.004787761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266064,"about_ca_system_score_gemma":0.02918509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3627613,"about_ca_topic_score_gemma":0.7063032,"domain_scores_codex":[0.9981899,0.0001881513,0.00009167489,0.0001858899,0.000775171,0.0005692986],"domain_scores_gemma":[0.9944963,0.0003895961,0.0003924601,0.0007951717,0.003163661,0.000762784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002442978,0.002496407,0.1240482,0.0006991637,0.0003264768,0.0008407867,0.0008468486,0.07906289,0.2616121,0.00977534,0.09121745,0.4266314],"study_design_scores_gemma":[0.000237227,0.00330587,0.3516457,0.0002097596,0.0005988866,0.0009307176,0.006079257,0.04315353,0.2814262,0.004264846,0.307596,0.0005520909],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799943,0.001146318,0.05448945,0.01243249,0.0008918295,0.0009632892,0.004651014,0.007055501,0.1184271],"genre_scores_gemma":[0.8510969,0.0008254795,0.07633706,0.001315836,0.0001166147,0.0001913064,0.003412204,0.0005901678,0.06611442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3627613,"threshold_uncertainty_score":0.7212995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009329213365273583,"score_gpt":0.2009453218882254,"score_spread":0.1916161085229518,"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."}}