{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007969373,0.00006640374,0.0001038126,0.000101365,0.0000167753,0.00002299752,0.0001477767,0.00003839008,0.00006064626],"category_scores_gemma":[0.0002081803,0.00004915333,0.00002999266,0.0002498452,0.00002345496,0.0001277549,0.000001873002,0.0001467297,0.000001282178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000739699,"about_ca_system_score_gemma":0.0001184688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008291816,"about_ca_topic_score_gemma":0.0001941775,"domain_scores_codex":[0.9995574,0.000002644989,0.0002266933,0.00002598134,0.0000843602,0.0001029709],"domain_scores_gemma":[0.9995639,0.0000266174,0.00004444211,0.00005359026,0.0002008049,0.0001106714],"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":[0.000007376663,0.000005534033,0.00008619006,0.0001114303,0.00004260345,0.000006026759,0.0007432345,0.7280082,0.2650124,0.001143057,0.001540923,0.003293038],"study_design_scores_gemma":[0.0002549923,0.0000274035,0.0001449467,0.0002026625,0.0000224527,0.0001801696,0.00005135977,0.5241443,0.4686583,0.0002266523,0.005919461,0.0001673426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711095,0.001858303,0.2200239,0.0008898907,0.0005424147,0.0001547343,0.00001107133,0.00009609504,0.0053141],"genre_scores_gemma":[0.9986085,0.00001884035,0.001246298,0.00002375275,0.00007668189,9.746137e-7,0.000003246325,0.00001159254,0.00001010722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.227499,"threshold_uncertainty_score":0.2004415,"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."}}