{"id":"W1519649640","doi":"10.1002/9783527630844.ch5","title":"Multisite Refinery and Petrochemical Network Integration","year":2010,"lang":"en","type":"other","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Refinery; Statement (logic); Petrochemical; Problem statement; Computer science; Operations research; Engineering; Waste management; Management science; Linguistics; Philosophy","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":[0.0004882472,0.000626498,0.000563127,0.0006283125,0.0005492315,0.001685771,0.0009786371,0.001004431,0.0119732],"category_scores_gemma":[0.0007398623,0.0003917769,0.000689583,0.001658303,0.0003245095,0.001963902,0.001718301,0.001015336,0.001103188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619065,"about_ca_system_score_gemma":0.001550521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700515,"about_ca_topic_score_gemma":0.03788223,"domain_scores_codex":[0.999373,0.000161701,0.00002335999,0.0001230616,0.000249484,0.00006939044],"domain_scores_gemma":[0.9997563,0.00007545554,0.0000218223,0.00004547205,0.00007988208,0.00002110673],"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":[0.0001202162,0.000330211,0.003850613,0.0004519624,0.00006616364,0.001174939,0.000165546,0.610735,0.01158705,0.08992858,0.008931641,0.2726582],"study_design_scores_gemma":[0.00003361247,0.0001530053,0.004898694,0.0001299043,0.00007501605,0.0005110279,0.0006111228,0.8710054,0.01522776,0.03499609,0.07231773,0.00004070206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1489026,0.002195534,0.4995242,0.001230303,0.0002460988,0.0004743313,0.0009301733,0.001158585,0.3453382],"genre_scores_gemma":[0.7674754,0.002359825,0.116978,0.000103405,0.0000628484,0.0001517113,0.0009127464,0.0001727286,0.1117833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01700515,"threshold_uncertainty_score":0.04005438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003176539751052195,"score_gpt":0.1860373947120712,"score_spread":0.182860854961019,"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."}}