{"id":"W2942505388","doi":"10.1002/aic.16623","title":"Heat exchanger system boundary regulation","year":2019,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Control theory (sociology); Boundary (topology); Boundary value problem; Partial differential equation; Heat exchanger; Mathematics; Regulator; Engineering; Computer science; Mathematical analysis; Mechanical engineering; Control (management); Chemistry","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":[0.0004118308,0.0004153367,0.000496781,0.0001952995,0.0002858497,0.0007420036,0.0007250027,0.0005967831,0.002561061],"category_scores_gemma":[0.0006749781,0.0001650123,0.0003846313,0.0001085951,0.0004751525,0.0005843527,0.0008112778,0.0006097857,0.0003237672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197921,"about_ca_system_score_gemma":0.0004480815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000751956,"about_ca_topic_score_gemma":0.0004825599,"domain_scores_codex":[0.9997231,0.00007033486,0.00001062968,0.00007715025,0.00009007092,0.00002867769],"domain_scores_gemma":[0.9997877,0.00006555704,0.00003669423,0.0000228802,0.00007806227,0.000009091521],"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":[0.0004015153,0.0001222643,0.001175985,0.0006255593,0.00007009633,0.0004315889,0.0003427313,0.5623694,0.3002666,0.05331353,0.002714248,0.07816652],"study_design_scores_gemma":[0.00003957473,0.0002293477,0.0003899093,0.00002726068,0.00002225565,0.00006224417,0.00002502382,0.9627622,0.02838681,0.003223676,0.004812782,0.00001890744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04555845,0.0005165593,0.9430231,0.0001552399,0.0001909411,0.00007503149,0.00004417145,0.0006312939,0.009805223],"genre_scores_gemma":[0.9800767,0.0001677112,0.01620519,0.00005125118,0.00003932571,0.00009292834,0.00003739022,0.00002179013,0.003307672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002561061,"threshold_uncertainty_score":0.008567631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139347926450203,"score_gpt":0.1963057607679234,"score_spread":0.1881664128414732,"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."}}