{"id":"W1981790327","doi":"10.1002/aic.690461011","title":"Product transfer between plants using historical process data","year":2000,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Product (mathematics); Process (computing); Range (aeronautics); Production (economics); Variable (mathematics); Computer science; Process engineering; Mathematics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772135,0.0001074577,0.000183697,0.0000542784,0.0001003585,0.00005346503,0.0002765835,0.00005354993,0.0002141346],"category_scores_gemma":[0.00001108728,0.00009360477,0.00003411592,0.00009986256,0.000006424841,0.0002841937,0.000004547365,0.0003488166,0.00004511058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669642,"about_ca_system_score_gemma":0.00002899153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067267,"about_ca_topic_score_gemma":0.000005969259,"domain_scores_codex":[0.9991111,0.00003575329,0.0002895603,0.000129745,0.000221803,0.0002120789],"domain_scores_gemma":[0.9996113,0.00001425524,0.00001410705,0.0002257785,0.00001839474,0.0001162242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002496246,0.0001790977,0.01599583,0.0004231343,0.00114936,0.0002738474,0.003758081,0.08715335,0.04333857,0.000003609562,0.05921654,0.788259],"study_design_scores_gemma":[0.002540269,0.0001151213,0.004957426,0.0002311474,0.0002145575,0.002976936,0.0001888703,0.2176943,0.004749446,0.00006901913,0.7653476,0.0009152525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921968,0.001356891,0.003818748,0.0001575652,0.0007408077,0.00009965085,0.00001716118,0.0001503276,0.001462069],"genre_scores_gemma":[0.9979368,0.00006102127,0.00006170032,0.00002352876,0.001543239,0.000001282578,0.000004324586,0.0000245568,0.0003435198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7873437,"threshold_uncertainty_score":0.3817092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920363482197118,"score_gpt":0.2686705354569834,"score_spread":0.2194669006350123,"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."}}