{"id":"W2981187759","doi":"10.1016/j.compchemeng.2019.106610","title":"New frontiers, challenges, and opportunities in integration of design and control for enterprise-wide sustainability","year":2019,"lang":"en","type":"article","venue":"Computers & Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Supply chain; Component (thermodynamics); Computer science; Control (management); Field (mathematics); Scale (ratio); Systems engineering; Management science; Work (physics); Engineering; Risk analysis (engineering); Process management; Engineering management; Business; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01733016,0.0009876762,0.001834838,0.001195658,0.001527053,0.0117331,0.002566144,0.005776206,0.006125669],"category_scores_gemma":[0.008525753,0.0007513211,0.00110347,0.002064136,0.005787765,0.02082123,0.008123829,0.005505772,0.0009179937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899275,"about_ca_system_score_gemma":0.007292394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203477,"about_ca_topic_score_gemma":0.002529079,"domain_scores_codex":[0.9939064,0.002243868,0.0002936473,0.0006834168,0.001902588,0.0009701147],"domain_scores_gemma":[0.9917835,0.004710996,0.0003922631,0.0009536391,0.00125224,0.0009072791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002343806,0.000600096,0.00334405,0.0008963076,0.0001256358,0.0001697639,0.0009846009,0.03104138,0.002840895,0.6945166,0.007621725,0.2576247],"study_design_scores_gemma":[0.00004446518,0.0003253243,0.002060357,0.0006959449,0.00005271927,0.0001473731,0.004109375,0.09589121,0.001718321,0.7969664,0.09789877,0.00008983001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.101684,0.1410426,0.5216902,0.1512291,0.002228288,0.0001650162,0.0001963196,0.0008682713,0.08089629],"genre_scores_gemma":[0.7775723,0.04394642,0.1629094,0.003976332,0.00244985,0.0002604539,0.0002353418,0.0002147392,0.0084352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01733016,"threshold_uncertainty_score":0.09165174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316254938391209,"score_gpt":0.1955922037686037,"score_spread":0.1824296543846916,"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."}}