{"id":"W2035962876","doi":"10.1002/cjce.5450790424","title":"On the use of heat belts for energy integration across many plants in the total site","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piping; Work (physics); Heat energy; Process integration; Environmental science; Process engineering; Computer science; Mechanical engineering; Engineering; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007663027,0.0003798576,0.0003278236,0.0003563912,0.0003608167,0.0008311413,0.0007105092,0.0003606423,0.002841081],"category_scores_gemma":[0.0007942383,0.0001961015,0.0004052366,0.0003767481,0.0005191955,0.001149584,0.0007365545,0.0004878822,0.0001947353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747597,"about_ca_system_score_gemma":0.0004180055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440996,"about_ca_topic_score_gemma":0.003084695,"domain_scores_codex":[0.9997101,0.0001227076,0.000009136001,0.00004367309,0.0000593522,0.00005495382],"domain_scores_gemma":[0.9996013,0.0002044416,0.00005208364,0.00005830777,0.00005124487,0.00003259354],"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":[0.00066688,0.0003412171,0.003854316,0.0001411317,0.00004981155,0.0003122315,0.000159773,0.7837116,0.0271201,0.0593371,0.0006851411,0.1236206],"study_design_scores_gemma":[0.00003245215,0.0004976866,0.001528766,0.00002010803,0.00004246677,0.00006851419,0.0001007513,0.9762306,0.01264837,0.006636528,0.002179687,0.00001409342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142425,0.0003963119,0.3660302,0.0003328762,0.00002594078,0.0001081133,0.00006292982,0.0002193081,0.01858192],"genre_scores_gemma":[0.98033,0.0000797305,0.01877061,0.000008783542,0.000003301316,0.00001764635,0.00001390075,0.000008312372,0.0007677212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002841081,"threshold_uncertainty_score":0.009504378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742389735573353,"score_gpt":0.2035585215453149,"score_spread":0.1861346241895814,"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."}}