{"id":"W2741067618","doi":"10.5006/c2017-09701","title":"Decontamination of a Vacuum Distillation Unit: Mechanical versus Chemical Cleaning; a Case Study","year":2017,"lang":"en","type":"article","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human decontamination; Distillation; Vacuum distillation; Waste management; Materials science; Process engineering; Unit (ring theory); Nuclear engineering; Environmental science; Petroleum engineering; Engineering; Chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008711241,0.00007204684,0.00009407849,0.00004051893,0.00007616397,0.0000471262,0.00008957367,0.00005160313,0.00007608259],"category_scores_gemma":[0.0001385274,0.00006734035,0.00002195208,0.00004091861,0.00001291901,0.0002569666,0.00002130538,0.0000600365,0.000005528932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002972161,"about_ca_system_score_gemma":0.000008083376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006121332,"about_ca_topic_score_gemma":0.00024263,"domain_scores_codex":[0.99957,0.000008747636,0.0001724228,0.00008870561,0.00009203287,0.00006813125],"domain_scores_gemma":[0.9995968,0.00002786657,0.00005387607,0.0001921714,0.00009571818,0.00003357089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002241323,0.004140018,0.02687893,0.0008918176,0.00168581,0.001141898,0.02684323,0.07720386,0.1429812,0.1762886,0.003158263,0.5365451],"study_design_scores_gemma":[0.001735066,0.0001503871,0.001136587,0.00001109038,0.00003817475,0.00003416894,0.002034843,0.9654502,0.02913187,0.00008649934,0.00004662337,0.0001444585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166322,0.000004337843,0.07602138,0.00001804961,0.0001910223,0.0001458109,0.000002157954,0.0001097272,0.006875253],"genre_scores_gemma":[0.9987257,0.000003412402,0.001166578,0.00000288521,0.00002580584,0.000009359301,0.000008106126,0.00001072015,0.00004748555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8882464,"threshold_uncertainty_score":0.274606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710973746730734,"score_gpt":0.3042905470817426,"score_spread":0.2671808096144353,"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."}}