{"id":"W2911586368","doi":"10.1002/cjce.23446","title":"Dynamic modelling and simulation of the sulphur dioxide converter in an industrial smelter","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Smelting; Sulfur dioxide; Process engineering; Process (computing); Environmental science; Waste management; Engineering; Chemistry; Computer science; Metallurgy; Materials science; Inorganic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484674,0.00009972436,0.0001912624,0.0001001566,0.00001342869,0.0000223969,0.0002089815,0.0001339285,0.00001948976],"category_scores_gemma":[0.00007424467,0.00006848862,0.00004877883,0.0001227724,0.00002324182,0.0001204115,0.000009014051,0.0005453604,5.515674e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648982,"about_ca_system_score_gemma":0.0001146113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210893,"about_ca_topic_score_gemma":0.00008348377,"domain_scores_codex":[0.9992942,0.00001690651,0.0003225486,0.0000555778,0.0001224297,0.0001883393],"domain_scores_gemma":[0.9995081,0.0001018267,0.00005666454,0.0001351052,0.0000421263,0.0001561869],"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":[0.000009697454,0.000001083485,0.0005708462,0.000008630389,0.00001230286,0.000001799787,0.0001719985,0.9607098,0.03802964,0.00001691586,0.000004686639,0.0004626202],"study_design_scores_gemma":[0.0006427105,0.00001017649,0.0001211827,0.0001187195,0.00001222452,0.00001061695,0.00001040881,0.9869418,0.01192567,0.00003372478,0.00009551294,0.00007723035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980749,0.00008316005,0.001195694,0.0001199154,0.0003853683,0.00011052,0.000002903629,0.000006108927,0.00002135165],"genre_scores_gemma":[0.9997914,6.516509e-7,0.00006329176,0.00001634376,0.00009902667,6.489159e-7,4.199369e-7,0.0000201291,0.000008044608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02623204,"threshold_uncertainty_score":0.2792885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428659479544501,"score_gpt":0.193557845500947,"score_spread":0.179271250705502,"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."}}