{"id":"W1975124240","doi":"10.1002/cjce.5450790425","title":"Complex integration of processes","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process integration; Pinch analysis; Capital investment; Process (computing); Heat exchanger; Task (project management); Computer science; Process engineering; Investment (military); Industrial engineering; System integration; Operations research; Engineering; Systems engineering; Mechanical engineering; Economics","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":[0.0006700193,0.0008551943,0.001099634,0.0006769058,0.0007704599,0.00247438,0.0007764628,0.0009544379,0.007171957],"category_scores_gemma":[0.00129747,0.0005304564,0.001080943,0.0008295043,0.001697012,0.001958001,0.002167052,0.001143321,0.001061999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103502,"about_ca_system_score_gemma":0.000661294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169127,"about_ca_topic_score_gemma":0.000857528,"domain_scores_codex":[0.9991842,0.0001724456,0.00004805452,0.0002038322,0.0003141625,0.00007725691],"domain_scores_gemma":[0.999572,0.0001399837,0.00006900786,0.00008571866,0.0001012645,0.00003208291],"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":[0.00009016686,0.0001024658,0.0008730305,0.0002153508,0.00009309421,0.0003904575,0.0001740764,0.7348848,0.01738458,0.189935,0.000762371,0.0550946],"study_design_scores_gemma":[0.00002091359,0.00007572987,0.0003242592,0.00001686622,0.00003338134,0.00008071749,0.00003018313,0.9175192,0.004272151,0.06908414,0.008521792,0.00002074557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07906973,0.0009062834,0.8890957,0.0003168836,0.0001554964,0.0001418637,0.0001321909,0.0004657439,0.02971614],"genre_scores_gemma":[0.8052232,0.0009947469,0.1784797,0.0001060225,0.00008055679,0.0002530864,0.0002674265,0.000117653,0.01447767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007171957,"threshold_uncertainty_score":0.0239926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524152357425223,"score_gpt":0.2002583955008553,"score_spread":0.1850168719266031,"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."}}