{"id":"W1919270452","doi":"10.1109/cca.1995.555650","title":"CD response modelling for control of a paper machine","year":2002,"lang":"en","type":"article","venue":"","topic":"Material Properties and Processing","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Parametrization (atmospheric modeling); Actuator; Basis (linear algebra); Surface (topology); Process (computing); Control theory (sociology); Process control; Matrix (chemical analysis); Computer science; Control (management); Engineering; Mathematics; Physics; Materials science; Optics; Geometry; Artificial intelligence","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":[0.0003280434,0.0005383124,0.0004336519,0.00021941,0.0002421952,0.0008026593,0.0005378172,0.0007488732,0.003303282],"category_scores_gemma":[0.0007065958,0.0001799851,0.0004425415,0.0001676209,0.0003607594,0.0004547284,0.0003262566,0.0006146763,0.000714209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783206,"about_ca_system_score_gemma":0.0003021882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635363,"about_ca_topic_score_gemma":0.001728117,"domain_scores_codex":[0.9997537,0.00006027029,0.00001054307,0.00005160798,0.0001027456,0.00002123136],"domain_scores_gemma":[0.9997711,0.0001105571,0.00003414765,0.00002161962,0.00005359825,0.000008967286],"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":[0.00005090819,0.0000136946,0.0001625676,0.00006760003,0.00001033832,0.00004774029,0.00005517412,0.9633429,0.01302658,0.005788118,0.0003321528,0.0171021],"study_design_scores_gemma":[0.000002562971,0.00003011435,0.00007705025,0.000003632233,0.000002302998,0.00000879649,0.000005412424,0.9958834,0.001794018,0.0008673401,0.001321694,0.000003649845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01878906,0.000155033,0.9741371,0.00006607905,0.00004097585,0.0000267692,0.00003827507,0.0004960705,0.006250613],"genre_scores_gemma":[0.9492065,0.0002539547,0.03697613,0.00004294727,0.00002750718,0.0001029582,0.00009189711,0.00009431659,0.01320381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003635363,"threshold_uncertainty_score":0.01105058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053300115711728,"score_gpt":0.1854843124896203,"score_spread":0.164951311332503,"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."}}