{"id":"W2767855691","doi":"10.2118/188317-ms","title":"Granulated Sulphur; Design & Operation Optimizations","year":2017,"lang":"en","type":"article","venue":"","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sulfur; Production (economics); Project commissioning; Granulation; Process engineering; Waste management; Environmental science; Engineering; Manufacturing engineering; Computer science; Metallurgy; Materials science; Publishing; Economics","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":[0.000323446,0.0007764747,0.0004629225,0.0004988853,0.0003873495,0.001298017,0.0007729785,0.0005062666,0.009272748],"category_scores_gemma":[0.0007461644,0.0002851338,0.0004292005,0.0004017795,0.0002640195,0.0005311853,0.0004283119,0.0004112675,0.001924454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950827,"about_ca_system_score_gemma":0.0005464191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142721,"about_ca_topic_score_gemma":0.002427206,"domain_scores_codex":[0.9995447,0.00005848791,0.00002135134,0.00008723854,0.0002068627,0.00008139447],"domain_scores_gemma":[0.9996868,0.00008561299,0.00005303506,0.00005151489,0.0001015022,0.00002153956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00130471,0.0004602586,0.004022884,0.001859937,0.0001227228,0.0009517169,0.000350923,0.2782022,0.488961,0.007612471,0.01261911,0.203532],"study_design_scores_gemma":[0.0002143662,0.002060187,0.006529233,0.00006691755,0.0001632256,0.0007165156,0.0003531047,0.5037367,0.383124,0.003079148,0.09987579,0.00008077241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921127,0.001174644,0.1864653,0.0006036687,0.0002294553,0.000645487,0.002075193,0.005865185,0.1108283],"genre_scores_gemma":[0.9197627,0.0001472784,0.06793141,0.00005782609,0.00001323191,0.0001709319,0.0006690345,0.0004170401,0.01083059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009272748,"threshold_uncertainty_score":0.03102046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886852193659325,"score_gpt":0.2496842981339284,"score_spread":0.2208157761973351,"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."}}