{"id":"W6992882234","doi":"","title":"Modelling and Parameter Estimation of a PO3G Polyether Process","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University","keywords":"Estimation theory; Process (computing); Production (economics); Process variable; Model parameter; Evaporation; Experimental data; Process modeling","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000810004,0.0007947084,0.000732768,0.0004840186,0.0002971698,0.001156952,0.0007933166,0.001257094,0.001025844],"category_scores_gemma":[0.001846316,0.0004270135,0.0007520889,0.0004209749,0.0004208427,0.0008243489,0.000532538,0.0008805757,0.0002618483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008297706,"about_ca_system_score_gemma":0.001129702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300137,"about_ca_topic_score_gemma":0.004710685,"domain_scores_codex":[0.9997424,0.00005214507,0.00001914078,0.00009648588,0.00005567673,0.00003407539],"domain_scores_gemma":[0.9992453,0.0005450274,0.00009546746,0.00003483783,0.00006881078,0.00001061599],"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":[0.00001623812,0.00001899232,0.0007046125,0.00002877322,0.000007918137,0.0000258471,0.00001346638,0.9937925,0.00187073,0.0004690648,0.00003500583,0.003016824],"study_design_scores_gemma":[0.000002440795,0.00001114721,0.0002970497,0.000001734473,0.00000270784,0.000004513551,0.000003382203,0.9983749,0.001000992,0.0002075638,0.00009006086,0.000003397335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4905661,0.0004174364,0.503134,0.0002234958,0.00002255293,0.0001575915,0.0009503966,0.0005874834,0.00394093],"genre_scores_gemma":[0.9760094,0.0002798214,0.0207341,0.0000181747,0.000005400255,0.0002009258,0.0006667132,0.00003148249,0.002053943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01300137,"threshold_uncertainty_score":0.02585143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006740386860578186,"score_gpt":0.1911455397415996,"score_spread":0.1844051528810214,"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."}}