{"id":"W3068261030","doi":"10.1515/cppm-2020-0012","title":"Pareto domain: an invaluable source of process information","year":2020,"lang":"en","type":"article","venue":"Chemical Product and Process Modeling","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pareto principle; Domain (mathematical analysis); Process (computing); Computer science; Data mining; Mathematics; Engineering; Operations management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003658353,0.00121024,0.001205387,0.008812184,0.0010066,0.003659412,0.0009864569,0.00109889,0.00769046],"category_scores_gemma":[0.008431667,0.0005053328,0.001019003,0.005860069,0.0008547112,0.002516261,0.001905047,0.001467204,0.002267197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009968736,"about_ca_system_score_gemma":0.001879321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685,"about_ca_topic_score_gemma":0.001232488,"domain_scores_codex":[0.998246,0.0004466179,0.00009329829,0.0001243979,0.001010112,0.00007964996],"domain_scores_gemma":[0.9944089,0.002952779,0.0003345944,0.0007682198,0.001421067,0.0001143659],"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":[0.0001910837,0.0001789404,0.001722713,0.0007389649,0.00008216376,0.0004155124,0.0003044326,0.5510563,0.00816418,0.103499,0.01526615,0.3183806],"study_design_scores_gemma":[0.0000458084,0.000091349,0.001394918,0.00034158,0.00002951532,0.0001698,0.000272025,0.7978758,0.006952837,0.150707,0.04201574,0.0001036456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01563213,0.001077861,0.9545826,0.0007069646,0.0001373468,0.0001443854,0.002185442,0.001990701,0.02354265],"genre_scores_gemma":[0.3622382,0.003131459,0.6207851,0.0002555526,0.0001745172,0.0003841468,0.005527232,0.0009123072,0.006591558],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008812184,"threshold_uncertainty_score":0.02572715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422125633295905,"score_gpt":0.2217527303793055,"score_spread":0.2075314740463465,"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."}}