{"id":"W1555810700","doi":"10.1002/9781119968962.ch17","title":"Modeling and Control of Industrial Off‐gas Systems","year":2012,"lang":"en","type":"other","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Control (management); Environmental science; Computer science; Artificial intelligence","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":[0.0002520324,0.0006832021,0.000624829,0.0002747712,0.0003015294,0.001231989,0.0008551816,0.0006271073,0.004112712],"category_scores_gemma":[0.0002985732,0.0003218493,0.000575738,0.0003351635,0.0004499176,0.0008157534,0.0004554904,0.0008790779,0.0008280117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006663409,"about_ca_system_score_gemma":0.0008992507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286436,"about_ca_topic_score_gemma":0.008560006,"domain_scores_codex":[0.9997467,0.00005194755,0.000009250355,0.00003511496,0.0001333929,0.00002354932],"domain_scores_gemma":[0.999936,0.00002261712,0.000007451183,0.0000105959,0.00002006229,0.000003310254],"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":[0.00003297468,0.00002985385,0.0001909832,0.0001047841,0.00001351746,0.00003947116,0.00005788798,0.9253625,0.004125783,0.03472734,0.001967788,0.03334716],"study_design_scores_gemma":[0.00000685992,0.00001862752,0.0001761993,0.00001344796,0.000005410185,0.000009280347,0.000009957831,0.9813456,0.001241604,0.007122017,0.01004502,0.000006003751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02341623,0.002610253,0.897074,0.0005288488,0.0002425664,0.00009991046,0.0004298743,0.001448056,0.07415028],"genre_scores_gemma":[0.8204936,0.00646777,0.08085618,0.0001254165,0.0001697162,0.0003538576,0.001060335,0.0003232429,0.09014986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01286436,"threshold_uncertainty_score":0.02557892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184730720681228,"score_gpt":0.2017286814278026,"score_spread":0.1832556093596798,"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."}}