{"id":"W3210791054","doi":"10.1016/j.jclepro.2021.129402","title":"Analysis of energy integration opportunities in the retrofit of a milk powder production plant using the Bridge framework","year":2021,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Process Optimization and Integration","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bridge (graph theory); Production (economics); Energy (signal processing); Environmental science; Process engineering; Waste management; Engineering; Economics; Mathematics; Statistics; Medicine","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":[0.002474849,0.0007113991,0.0006614049,0.002273686,0.0005118516,0.001945321,0.0007666419,0.0008863532,0.003544746],"category_scores_gemma":[0.002755214,0.000385338,0.001058384,0.001228981,0.0006011248,0.001475111,0.0009466706,0.000797328,0.0002274737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245843,"about_ca_system_score_gemma":0.0011647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325638,"about_ca_topic_score_gemma":0.00237414,"domain_scores_codex":[0.9989262,0.000364305,0.00002768632,0.0001098469,0.000418635,0.0001532646],"domain_scores_gemma":[0.9987807,0.0008369756,0.00008392995,0.0000683593,0.000189261,0.00004075145],"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":[0.0005584967,0.000266336,0.01642257,0.0005723786,0.0001296162,0.001179193,0.000762144,0.78763,0.02219101,0.05548377,0.0007670562,0.1140374],"study_design_scores_gemma":[0.00001997057,0.0003468323,0.007643056,0.00005167626,0.00008266912,0.0001273661,0.000901959,0.9639513,0.01053902,0.01359355,0.00270074,0.00004182035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6681976,0.0002834664,0.3151565,0.0001321832,0.00001610337,0.0002255077,0.0002163051,0.0003187041,0.01545366],"genre_scores_gemma":[0.9335684,0.000157986,0.06457455,0.00001302696,0.000003513502,0.0001054882,0.0001580042,0.00006622591,0.001352774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003544746,"threshold_uncertainty_score":0.01308841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05269442484064352,"score_gpt":0.2643280565968526,"score_spread":0.2116336317562091,"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."}}