{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dc953c65ee80","filters":{"venue":"International Symposium on Advanced Control of Industrial Processes"}},"results":[{"id":"W2111553330","doi":"","title":"On optimal alarm filter design","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Filter (signal processing); ALARM; Constant false alarm rate; False alarm; Filter design; Mathematical optimization; Optimal design; Algorithm; Computer science; Statistic; Computation; Mathematics; Control theory (sociology); Statistics; Artificial intelligence; Engineering","authors":[{"name":"Yue Cheng","is_ca":true},{"name":"Iman Izadi","is_ca":true},{"name":"Tongwen Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899134898303241,"gpt":0.2338538982097144,"spread":0.204862549226682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002552012,0.001548523,0.00144021,0.001017133,0.000518078,0.002025453,0.0009836532,0.001979443,0.004041581],"category_scores_gemma":[0.008426768,0.0008275081,0.0008237758,0.001175093,0.001265231,0.001579404,0.001044963,0.001524303,0.00114741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177995,"about_ca_system_score_gemma":0.001346055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144159,"about_ca_topic_score_gemma":0.001362506,"domain_scores_codex":[0.9980733,0.0006274735,0.0001250871,0.0004536609,0.0005905917,0.0001297952],"domain_scores_gemma":[0.9974445,0.001710653,0.0001805257,0.0001061345,0.0005208198,0.00003744213],"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":[0.0001402726,0.00005005094,0.0004445067,0.0004624537,0.00006939998,0.0001027874,0.0001160735,0.6820673,0.005097582,0.1484201,0.005019578,0.15801],"study_design_scores_gemma":[0.00003080849,0.0001020223,0.000171588,0.00005657057,0.00002691201,0.00009581386,0.00001517168,0.9405139,0.001443763,0.04971503,0.007802927,0.0000254721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007653142,0.000620605,0.9962043,0.0001121766,0.00004527796,0.00001879774,0.00002155807,0.00005428762,0.002157658],"genre_scores_gemma":[0.2912049,0.006244524,0.6877463,0.0006724587,0.000764935,0.0005139536,0.0004156877,0.0001893535,0.01224783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004041581,"threshold_uncertainty_score":0.01352042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116542000","doi":"","title":"Nonlinear Bayesian state estimation: Review and recent trends","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Computer science; Estimation; Bayesian probability; Recursive Bayesian estimation; Nonlinear system; Process (computing); State (computer science); State variable; Machine learning; Estimation theory; Data mining; Artificial intelligence; Algorithm; Engineering","authors":[{"name":"J. Prakash","is_ca":false},{"name":"R. Bhushan Gopaluni","is_ca":true},{"name":"Sachin C. Patwardhan","is_ca":false},{"name":"Shankar Narasimhan","is_ca":false},{"name":"Sirish L. Shah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01883202735289564,"gpt":0.252079327188268,"spread":0.2332472998353723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002813159,0.0009852772,0.002111908,0.001983924,0.0002622146,0.001395154,0.002146793,0.00187573,0.002183066],"category_scores_gemma":[0.006430478,0.0006907775,0.0006299258,0.004185903,0.0008685866,0.002428961,0.0008846608,0.001336082,0.001683136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007541304,"about_ca_system_score_gemma":0.00114659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003409283,"about_ca_topic_score_gemma":0.002712499,"domain_scores_codex":[0.9991303,0.0002181564,0.0001066798,0.0001933223,0.0003209252,0.00003065134],"domain_scores_gemma":[0.9934017,0.004908164,0.000330042,0.0001312939,0.001139823,0.00008898698],"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":[0.0001019735,0.00008868398,0.00105586,0.00650157,0.0001469554,0.0001490696,0.00009236118,0.007275457,0.0009540821,0.008613691,0.00872496,0.9662954],"study_design_scores_gemma":[0.0001026543,0.000613243,0.005262838,0.007386194,0.0009323885,0.003330298,0.0003117529,0.05443462,0.004968941,0.04411568,0.8781823,0.0003591958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006412499,0.9662703,0.02999587,0.0009281432,0.0003092731,0.00001659896,0.00003285835,0.00006456481,0.001741181],"genre_scores_gemma":[0.007109822,0.9759566,0.01445994,0.0003190213,0.001269323,0.00002710919,0.0001012564,0.00002685147,0.0007301465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003409283,"threshold_uncertainty_score":0.01487762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104394692","doi":"","title":"An algorithm for fault detection in stochastic non-linear state-space models using particle filters","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Likelihood-ratio test; Particle filter; Algorithm; Likelihood function; Fault detection and isolation; Gaussian; State-space representation; State space; Statistic; Computer science; Nonlinear system; Sequence (biology); Mathematics; Kalman filter; Statistics; Estimation theory; Artificial intelligence","authors":[{"name":"F. Alrowaie","is_ca":true},{"name":"K.E. Kwok","is_ca":true},{"name":"R. Bhushan Gopaluni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03147875628524761,"gpt":0.264933637395678,"spread":0.2334548811104304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009938367,0.0006560239,0.0009909869,0.0005880382,0.0004344221,0.0008342913,0.001140987,0.001312698,0.001338703],"category_scores_gemma":[0.002696047,0.0005279598,0.0005783121,0.0005506743,0.0006593519,0.001005738,0.0008097663,0.00145556,0.0004517475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000752655,"about_ca_system_score_gemma":0.001433814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867246,"about_ca_topic_score_gemma":0.003876335,"domain_scores_codex":[0.9995279,0.0001026218,0.00002984999,0.0001099949,0.0001855068,0.00004405585],"domain_scores_gemma":[0.9992494,0.0004169264,0.00008637716,0.0000603922,0.0001616755,0.0000252151],"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":[0.0001008993,0.00007483969,0.0006929747,0.00008962291,0.00007881417,0.0000800022,0.00007451167,0.71936,0.004897771,0.02353078,0.001517566,0.2495023],"study_design_scores_gemma":[0.00001113312,0.00001737942,0.00007693792,0.000003088967,0.000004264835,0.00001542559,0.000001990453,0.9962189,0.0007688229,0.00240449,0.0004721351,0.000005427218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001096953,0.00002820472,0.9985378,0.00003075435,0.00001356653,0.000009342516,0.000006224176,0.0001581067,0.0001190681],"genre_scores_gemma":[0.1492636,0.0001333457,0.8483554,0.0000891502,0.0000454826,0.0002177328,0.0000991544,0.00006247319,0.001733702],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004867246,"threshold_uncertainty_score":0.009677827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161220307","doi":"","title":"Extended abstract: Primary separation vessel interface control","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Syncrude (Canada)","funders":"","keywords":"Interface (matter); Computer science; Process (computing); Control (management); Separation (statistics); Key (lock); Quality (philosophy); Artificial intelligence; Operating system; Physics","authors":[{"name":"Bo Li","is_ca":true},{"name":"Fangwei Xu","is_ca":true},{"name":"Zhenyun Ren","is_ca":true},{"name":"Aris Espejo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0272096093269129,"gpt":0.2871492584199299,"spread":0.259939649093017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629914,0.0005779529,0.0003612384,0.000197655,0.0003298372,0.0008120072,0.0009670601,0.0004439866,0.02944913],"category_scores_gemma":[0.0004226352,0.00009295232,0.000240533,0.000223093,0.0003282058,0.000468169,0.0005365492,0.0004344147,0.004196236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965807,"about_ca_system_score_gemma":0.000567861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057111,"about_ca_topic_score_gemma":0.004569615,"domain_scores_codex":[0.9997854,0.00001131734,0.000009011033,0.00005669343,0.00009988569,0.00003764708],"domain_scores_gemma":[0.9997086,0.00003181255,0.00002625255,0.00003576433,0.0001752312,0.00002239469],"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":[0.001104215,0.0002577944,0.002603584,0.0009324118,0.00005756413,0.0009790368,0.0003284226,0.09488862,0.2164426,0.02515492,0.09786031,0.5593906],"study_design_scores_gemma":[0.0001295166,0.0006408956,0.002663095,0.00006065876,0.00004420605,0.0004514684,0.0000999825,0.7343829,0.1385213,0.008219397,0.1147268,0.00005982185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04776483,0.0009159737,0.8759798,0.0007950775,0.001153561,0.0002523054,0.001019733,0.007744713,0.06437401],"genre_scores_gemma":[0.8496026,0.0005528693,0.05466049,0.00026895,0.0003714602,0.0001357096,0.001112681,0.0002486052,0.09304649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02944913,"threshold_uncertainty_score":0.09851718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122308748","doi":"","title":"Optimal boundary control of parabolic PDE with time-varying spatial domain","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Ode; Parabolic partial differential equation; Mathematics; Partial differential equation; Ordinary differential equation; Boundary (topology); Mathematical analysis; Context (archaeology); Optimal control; Domain (mathematical analysis); Reaction–diffusion system; Representation (politics); Boundary value problem; Distributed parameter system; Heat equation; Applied mathematics; Differential equation; Mathematical optimization; Law","authors":[{"name":"James Ng","is_ca":true},{"name":"Stevan Dubljević","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01445791920963579,"gpt":0.221115288938751,"spread":0.2066573697291152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000659493,0.0006763239,0.0007925512,0.0002834706,0.0003845492,0.001144133,0.0006240044,0.0009179041,0.0006121905],"category_scores_gemma":[0.00131727,0.0002995344,0.0005102713,0.0002059882,0.001250437,0.0007037833,0.001174722,0.0007237621,0.00006268234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006953504,"about_ca_system_score_gemma":0.0009264745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005126097,"about_ca_topic_score_gemma":0.001514073,"domain_scores_codex":[0.9996932,0.00008426451,0.00001285321,0.00008767222,0.00007476537,0.00004736612],"domain_scores_gemma":[0.9995785,0.0002121745,0.00008609938,0.00001720832,0.00007500545,0.0000310029],"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":[0.0001209331,0.00005123674,0.0005321634,0.0001241094,0.00003019654,0.0001941971,0.0001278658,0.924292,0.02082428,0.04174581,0.0003514581,0.01160575],"study_design_scores_gemma":[0.0000140121,0.00003371074,0.0000758884,0.000003603214,0.000004284995,0.000008528948,0.00001341516,0.9948601,0.001247585,0.00342661,0.0003064597,0.000005900246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1241263,0.0007781578,0.8677606,0.0005306439,0.0001308575,0.00004587426,0.00003662134,0.0001039186,0.006487077],"genre_scores_gemma":[0.9808676,0.0003070578,0.01641701,0.00004555588,0.00002762714,0.00005961791,0.00002449821,0.00001522602,0.002235774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005126097,"threshold_uncertainty_score":0.01019251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142538109","doi":"","title":"A Feedback Glucose Control Strategy for Type II Diabetes Mellitus","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glycemic; Insulin; Diabetes mellitus; PID controller; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology; Insulin pump; Controller (irrigation); Type 1 diabetes; Artificial pancreas; Control theory (sociology); Computer science; Control (management); Biology; Engineering; Temperature control; Control engineering","authors":[{"name":"Lin Sun","is_ca":true},{"name":"Ezra Kwok","is_ca":true},{"name":"R. Bhushan Gopaluni","is_ca":true},{"name":"Omid Vahidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06398226696293323,"gpt":0.3181548513527557,"spread":0.2541725843898224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001355289,0.0003266864,0.0002332619,0.0001465936,0.0001936741,0.0004484532,0.000313011,0.0002994453,0.001527735],"category_scores_gemma":[0.0003954745,0.00006795806,0.0001902518,0.0000948133,0.0001411671,0.0001553175,0.0002376511,0.00025172,0.0001614286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693449,"about_ca_system_score_gemma":0.0002678135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509599,"about_ca_topic_score_gemma":0.001130844,"domain_scores_codex":[0.9999377,0.00001846265,0.000003863396,0.00001169454,0.00001857873,0.000009718174],"domain_scores_gemma":[0.9999253,0.00002973486,0.00001287921,0.000004175443,0.000019896,0.000008070537],"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":[0.001253054,0.0006959243,0.002859986,0.0004264966,0.0001065765,0.001654127,0.0004250953,0.4518327,0.09146348,0.01150855,0.003707989,0.434066],"study_design_scores_gemma":[0.0001742005,0.001337052,0.00137976,0.00002909309,0.00006097844,0.0003536029,0.00005581285,0.979055,0.01172398,0.00209932,0.003710246,0.00002086461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2269993,0.001129219,0.7553812,0.0004398683,0.0002125983,0.0001445058,0.00005678164,0.002009226,0.0136273],"genre_scores_gemma":[0.9801497,0.0002154404,0.01750289,0.00008904147,0.00001877884,0.00003908344,0.00002521249,0.00001280415,0.001947052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002509599,"threshold_uncertainty_score":0.005110741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143583172","doi":"","title":"Output error method for identification of multiple-model process with transition","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Control Systems and Identification","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Weighting; Nonlinear system; Identification (biology); Process (computing); Exponential function; Mathematical optimization; Computer science; System identification; Errors-in-variables models; Control theory (sociology); Linear model; Algorithm; Nonlinear system identification; Applied mathematics; Mathematics; Data modeling; Artificial intelligence; Machine learning","authors":[{"name":"Yu Zhao","is_ca":false},{"name":"Biao Huang","is_ca":false},{"name":"Hongye Su","is_ca":false},{"name":"Jian Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03431012334933559,"gpt":0.2768990935763845,"spread":0.2425889702270489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008421856,0.000711786,0.000855535,0.000433961,0.000253422,0.0004773121,0.0007940434,0.0006477927,0.001253334],"category_scores_gemma":[0.001203028,0.0002201548,0.0006350396,0.0003424277,0.0003776356,0.000903393,0.000893584,0.0009295913,0.0002949211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462455,"about_ca_system_score_gemma":0.0004480037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677123,"about_ca_topic_score_gemma":0.001134324,"domain_scores_codex":[0.9995686,0.00009094458,0.00002393233,0.00009814473,0.0001864093,0.00003196233],"domain_scores_gemma":[0.9996355,0.0001668397,0.00006523979,0.00003269908,0.00008893789,0.00001088551],"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":[0.0002520308,0.00007382583,0.001618637,0.0004647832,0.0001073239,0.0001889995,0.0002327234,0.772066,0.0297177,0.02960836,0.0005123302,0.1651573],"study_design_scores_gemma":[0.000009028954,0.00006030654,0.0002274901,0.00001177776,0.00001077562,0.00003830291,0.00001127269,0.992239,0.004631796,0.001731272,0.001018788,0.00001022108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003947625,0.00006479817,0.9955114,0.00001370191,0.000008228742,0.000008677708,0.000006439612,0.00009327815,0.000345846],"genre_scores_gemma":[0.7323579,0.0002830356,0.2618794,0.0000423025,0.0000265595,0.0001866588,0.0001402521,0.0001176255,0.004966252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001677123,"threshold_uncertainty_score":0.004453957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153780631","doi":"","title":"On-line estimation of glucose and biomass concentration in penicillin fermentation batch process using particle filter with constraint","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Kalman filter; Biomass (ecology); Fermentation; Extended Kalman filter; Process (computing); Process engineering; Particle filter; Biological system; Control theory (sociology); Filter (signal processing); Computer science; Mathematical optimization; Mathematics; Engineering; Chemistry; Statistics; Artificial intelligence","authors":[{"name":"Zhonggai Zhao","is_ca":false},{"name":"Xinguang Shao","is_ca":true},{"name":"Biao Huang","is_ca":true},{"name":"Fei Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02854283808385325,"gpt":0.2672421698272068,"spread":0.2386993317433535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005677663,0.000616566,0.0008235651,0.0002852842,0.0002642164,0.0006634326,0.0005452902,0.0009510416,0.0003078651],"category_scores_gemma":[0.001647512,0.000353697,0.000431233,0.000310569,0.0003063281,0.0007562966,0.0003217435,0.0004907461,0.00007465213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411511,"about_ca_system_score_gemma":0.000820783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941843,"about_ca_topic_score_gemma":0.007837384,"domain_scores_codex":[0.9997367,0.00006646533,0.00002079551,0.00006257957,0.00008685306,0.00002658957],"domain_scores_gemma":[0.9992707,0.0004459033,0.0001032061,0.00003640785,0.0001243125,0.00001945645],"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":[0.0002265302,0.0000867182,0.002770388,0.00009714135,0.00005258937,0.0001195042,0.00005451927,0.9281245,0.01169154,0.001185721,0.0002728481,0.05531802],"study_design_scores_gemma":[0.000006367875,0.00001683751,0.0004409323,0.00000123228,0.000003741692,0.000005672478,0.000001708994,0.9979261,0.001436203,0.0001078628,0.00004932493,0.000003962782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1363201,0.0001949081,0.8622205,0.0001108925,0.00002244077,0.00003272897,0.00004923665,0.0002889935,0.0007601848],"genre_scores_gemma":[0.9359462,0.0002086541,0.06298746,0.00003203669,0.000009630879,0.00005257476,0.00009879463,0.00001580397,0.0006488815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01941843,"threshold_uncertainty_score":0.03861076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024307245","doi":"","title":"Extended abstract: Managing & leveraging a large control system","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Syncrude (Canada)","funders":"","keywords":"Software deployment; Key (lock); Computer science; Control (management); Process (computing); Process control; Systems engineering; Presentation (obstetrics); Production (economics); Industrial control system; Control system; Process management; Risk analysis (engineering); Manufacturing engineering; Engineering; Computer security; Software engineering; Business","authors":[{"name":"Aris Espejo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791959136646426,"gpt":0.2282324234712291,"spread":0.2103128321047648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698253,0.0007052224,0.0003214978,0.0004441917,0.0006187726,0.002822508,0.0008989842,0.0007608536,0.03402642],"category_scores_gemma":[0.001567071,0.000181021,0.0002449317,0.0006020608,0.0005614753,0.002203466,0.001085285,0.0008498977,0.006226392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005357473,"about_ca_system_score_gemma":0.0008117491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678325,"about_ca_topic_score_gemma":0.001994886,"domain_scores_codex":[0.999548,0.00006395574,0.00002530612,0.00007987914,0.0002224397,0.00006043803],"domain_scores_gemma":[0.9991361,0.0002153193,0.00008410439,0.0002302719,0.0002541521,0.00007997029],"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":[0.0004048589,0.0002855411,0.002181601,0.0008864675,0.0000570908,0.002229187,0.0007339261,0.05676455,0.07105441,0.08263271,0.1211119,0.6616578],"study_design_scores_gemma":[0.0001371832,0.001049028,0.003380179,0.0003420103,0.00008636133,0.002380682,0.0006235831,0.2342434,0.07082119,0.06327438,0.6235259,0.0001361028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03943895,0.003925858,0.8002995,0.005091108,0.003263693,0.0005880422,0.0006681617,0.008432909,0.1382917],"genre_scores_gemma":[0.6759474,0.004261299,0.1306193,0.001038381,0.002527955,0.000347746,0.001146485,0.0006158313,0.1834956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03402642,"threshold_uncertainty_score":0.1138297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1504994328","doi":"","title":"Signal reconstruction and frequency estimation of a biased and noisy sinusoidal signal","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Syncrude (Canada); University of Alberta","funders":"","keywords":"SIGNAL (programming language); Signal transfer function; Noise (video); Kalman filter; Signal reconstruction; Matched filter; Computer science; Algorithm; Component (thermodynamics); Constant (computer programming); Mathematics; Filter (signal processing); Signal processing; Analog signal; Control theory (sociology); Artificial intelligence; Physics; Telecommunications; Computer vision","authors":[{"name":"Zhengyun Ren","is_ca":false},{"name":"Da Wei Zheng","is_ca":true},{"name":"Edgar C. Tamayo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02391799049834738,"gpt":0.2348783837933531,"spread":0.2109603932950057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006233372,0.000526468,0.000742952,0.0005935525,0.0002354977,0.000452973,0.0005537368,0.0008515724,0.0006196582],"category_scores_gemma":[0.002631813,0.0002888925,0.0006296605,0.000656003,0.0003874819,0.0009323202,0.0005791211,0.0005622558,0.0002719004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948592,"about_ca_system_score_gemma":0.0003396654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008556972,"about_ca_topic_score_gemma":0.000734442,"domain_scores_codex":[0.9995248,0.00009460079,0.00003866461,0.0001159196,0.0001847945,0.00004123279],"domain_scores_gemma":[0.9994893,0.0001498818,0.00008008345,0.000087386,0.0001753362,0.00001795783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009389513,0.00009053971,0.006658908,0.0006642579,0.0001751442,0.0007544473,0.0004701896,0.2655983,0.2286431,0.01614436,0.001197746,0.4786641],"study_design_scores_gemma":[0.0000312243,0.0001491367,0.002321736,0.00002602511,0.00004462602,0.0004275927,0.00004417229,0.9502977,0.04185503,0.00292615,0.00183026,0.00004639354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03113252,0.0002108239,0.9679344,0.00006434772,0.00004524138,0.00001741513,0.00003343815,0.0001453939,0.0004163827],"genre_scores_gemma":[0.5828372,0.0006795084,0.4139736,0.00008290977,0.0001294357,0.00007090114,0.0002881064,0.00006570403,0.001872717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008556972,"threshold_uncertainty_score":0.003296554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128678820","doi":"","title":"Design of performance-adaptive PID controllers","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"PID controller; Control theory (sociology); Computer science; Model predictive control; Adaptive control; Process control; Linear-quadratic-Gaussian control; Control engineering; System identification; Process (computing); Controller (irrigation); Control (management); Engineering; Temperature control; Data modeling; Artificial intelligence","authors":[{"name":"Yoshihiro Ohnishi","is_ca":false},{"name":"Toru Yamamoto","is_ca":false},{"name":"Sirish L. Shah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03248792329990131,"gpt":0.2178451927587285,"spread":0.1853572694588271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154393,0.0007195933,0.0004805937,0.0003482601,0.000349756,0.0009827305,0.001453199,0.0008076918,0.0008323348],"category_scores_gemma":[0.001871777,0.0003050248,0.0002712226,0.000260054,0.000489435,0.0005747769,0.0005906572,0.0008947481,0.0004044248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789839,"about_ca_system_score_gemma":0.0007496921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064779,"about_ca_topic_score_gemma":0.0007214597,"domain_scores_codex":[0.9993483,0.00008726666,0.00004326816,0.0001580521,0.0003074788,0.00005564868],"domain_scores_gemma":[0.9994912,0.000104135,0.00009666247,0.00004462814,0.0002410751,0.00002233614],"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":[0.000215759,0.0001499015,0.0008504461,0.0003246803,0.00006487341,0.000169694,0.0002006265,0.6677136,0.05500458,0.02589562,0.001551302,0.2478588],"study_design_scores_gemma":[0.00003246675,0.0001694947,0.0002833008,0.00001326925,0.00001489949,0.0000437421,0.00001151832,0.9836026,0.009519448,0.002833441,0.003460959,0.00001486375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006995322,0.0002667484,0.989612,0.00004707427,0.00004689258,0.00009101885,0.00001028493,0.0003385746,0.002592045],"genre_scores_gemma":[0.7375801,0.0004574218,0.2578702,0.0001029694,0.00007638099,0.0004180353,0.00006344102,0.0000482621,0.003383137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001453199,"threshold_uncertainty_score":0.006105065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165076964","doi":"","title":"Robust design of catalysts using stochastic nonlinear optimization","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematical optimization; Particle swarm optimization; Stochastic optimization; Optimization problem; Nonlinear system; Computer science; Stochastic programming; Robust optimization; Mathematics","authors":[{"name":"Chang Jun Lee","is_ca":true},{"name":"Vinay Prasad","is_ca":true},{"name":"Jong Min Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07167793141572046,"gpt":0.2709934215257077,"spread":0.1993154901099873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366934,0.0007542953,0.0008975609,0.0004666612,0.0002993848,0.0008620063,0.0006520589,0.0007405198,0.0008527454],"category_scores_gemma":[0.002004674,0.0005424946,0.0008609092,0.0003397443,0.0009238261,0.0005462973,0.0008298758,0.0006034042,0.0001881692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900915,"about_ca_system_score_gemma":0.0009481726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915886,"about_ca_topic_score_gemma":0.001435927,"domain_scores_codex":[0.9994343,0.0001879704,0.0000296505,0.0001064416,0.0002000164,0.00004157668],"domain_scores_gemma":[0.9993294,0.0003780471,0.0001361227,0.00004302573,0.00009668563,0.00001660695],"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":[0.00001825603,0.000006547408,0.00006681401,0.00003349772,0.00001533986,0.00001193157,0.000008178072,0.9875754,0.002038005,0.00541854,0.00006387536,0.004743703],"study_design_scores_gemma":[0.000003568251,0.0000112087,0.00002258475,0.000001654842,0.00000220756,0.000002356705,9.736179e-7,0.9981669,0.0004587783,0.001175995,0.0001515476,0.000002132804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008930217,0.00020974,0.9890282,0.00009729983,0.00001677698,0.00002395745,0.00001954189,0.00009212866,0.001582068],"genre_scores_gemma":[0.8132502,0.0006759485,0.1827437,0.00009221229,0.00005133841,0.0003675781,0.000112564,0.00007409599,0.002632418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001915886,"threshold_uncertainty_score":0.00722909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171510151","doi":"","title":"Extended Abstract: Estimation of froth quality using Bayesian information synthesis","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Syncrude (Canada)","funders":"","keywords":"Computer science; Fuse (electrical); Soft sensor; Extraction (chemistry); Process (computing); Process engineering; Quality (philosophy); Oil sands; Sampling (signal processing); Data mining; Information extraction; Asphalt; Real-time computing; Engineering; Artificial intelligence; Computer vision","authors":[{"name":"Fangwei Xu","is_ca":true},{"name":"Xinguang Shao","is_ca":true},{"name":"Aris Espejo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02812208841741393,"gpt":0.2661165206244606,"spread":0.2379944322070466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242875,0.0006628914,0.000583514,0.0006860293,0.0002241527,0.0009179955,0.0005764076,0.0007291833,0.004209941],"category_scores_gemma":[0.003341611,0.0002558503,0.0005101108,0.0004961681,0.0005921893,0.001015818,0.0006194403,0.000571197,0.001181768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736368,"about_ca_system_score_gemma":0.0006144213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002322798,"about_ca_topic_score_gemma":0.001891371,"domain_scores_codex":[0.99945,0.0001209126,0.00003188644,0.0001207576,0.0002440997,0.00003218647],"domain_scores_gemma":[0.9989096,0.0005401938,0.000119339,0.0001051842,0.0003019412,0.00002374302],"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":[0.000567158,0.0001076863,0.001665727,0.0005640094,0.0001401085,0.0002726442,0.0001834709,0.4755864,0.04967244,0.05244672,0.006342768,0.4124509],"study_design_scores_gemma":[0.00002951189,0.0000903766,0.0006593439,0.00004677645,0.00002586756,0.00007977175,0.00001317382,0.957758,0.01603834,0.02111692,0.004104333,0.0000374837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006393951,0.0003855996,0.9896892,0.0001712032,0.00005810241,0.00003697951,0.0001338477,0.0003108867,0.002820213],"genre_scores_gemma":[0.5577241,0.001259152,0.4264985,0.0002766053,0.0002841926,0.0002631296,0.000888598,0.0001839685,0.01262174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004209941,"threshold_uncertainty_score":0.01408362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114104440","doi":"","title":"Data-based modeling and prediction of cytotoxicity on microelectronic sensors","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Cytotoxicity; Microelectronics; Computer science; Toxicant; Support vector machine; Identification (biology); Data mining; Biological system; Artificial intelligence; Engineering; Chemistry; Biology; Toxicity","authors":[{"name":"Shima Khatibisepehr","is_ca":true},{"name":"Fadi Ibrahim","is_ca":true},{"name":"James Z. Xing","is_ca":true},{"name":"Wilson Roa","is_ca":false},{"name":"Biao Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04535595208618752,"gpt":0.2349331946180816,"spread":0.1895772425318941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005103834,0.0004960856,0.0005459124,0.0002387626,0.0001029389,0.0004272692,0.0004316017,0.0005381069,0.000284776],"category_scores_gemma":[0.001443858,0.0002083578,0.0004545063,0.0002493502,0.000221417,0.0004468009,0.0001922453,0.0005119738,0.0001025415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286426,"about_ca_system_score_gemma":0.0003177825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476657,"about_ca_topic_score_gemma":0.001883972,"domain_scores_codex":[0.9997959,0.00004476905,0.00001686975,0.00004924126,0.00007526512,0.00001800921],"domain_scores_gemma":[0.9994317,0.0003157314,0.00006102834,0.0000487254,0.0001330292,0.000009815089],"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":[0.00003683244,0.00002837931,0.001420148,0.00002869276,0.000009906284,0.00003626663,0.00001185449,0.9811789,0.007486501,0.0002947234,0.00005620648,0.009411594],"study_design_scores_gemma":[8.398794e-7,0.00001959723,0.0003232182,8.429431e-7,0.00000168516,0.000004854274,0.000001576591,0.9966354,0.002876858,0.00009392355,0.00003957074,0.000001772259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5323938,0.0005691363,0.4648164,0.0002142029,0.00004363392,0.00005441895,0.0002925939,0.0006129593,0.001002829],"genre_scores_gemma":[0.986737,0.0002173426,0.01223882,0.00001356484,0.000006016585,0.00004996897,0.0001598214,0.000009801711,0.000567814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003476657,"threshold_uncertainty_score":0.006912827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169303902","doi":"","title":"Greetings from the IPC and NOC chairs","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Thursday; Pleasure; China; Operations research; Library science; Political science; Management; Computer science; History; Engineering; Law; Psychology; Economics","authors":[{"name":"Biao Huang","is_ca":false},{"name":"Jian Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703037526386708,"gpt":0.205505508084633,"spread":0.1884751328207659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009112465,0.001192558,0.000957392,0.001165276,0.002826204,0.007504456,0.001149967,0.005397152,0.1515773],"category_scores_gemma":[0.01952356,0.0005825277,0.0008945978,0.001121622,0.00075028,0.003326144,0.00435609,0.009141712,0.08839191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352936,"about_ca_system_score_gemma":0.005086519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853613,"about_ca_topic_score_gemma":0.003657728,"domain_scores_codex":[0.9937781,0.0009306665,0.0002756984,0.0007641314,0.003007965,0.001243472],"domain_scores_gemma":[0.974944,0.001250872,0.0006335972,0.001102354,0.01110098,0.01096816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004480247,0.00001299515,0.0001180485,0.00003041495,0.000002728838,0.00004752685,0.00002898248,0.00005652749,0.000149084,0.001166543,0.9848,0.01354225],"study_design_scores_gemma":[0.00001392056,0.00002630734,0.0002632977,0.00005128318,0.000004563889,0.00007885863,0.0001155154,0.0001313518,0.0001173288,0.0007557228,0.998429,0.00001277225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001883264,0.007200706,0.006701182,0.2685103,0.5603274,0.0002948416,0.001002398,0.001385629,0.1526943],"genre_scores_gemma":[0.02372221,0.005765068,0.003084147,0.07224571,0.1532829,0.0005633252,0.001275124,0.001109898,0.7389517],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1515773,"threshold_uncertainty_score":0.5070767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1592751551","doi":"","title":"Multiple model based soft sensor development with irregular/missing process output measurement","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Soft sensor; Missing data; Computer science; Process (computing); Expectation–maximization algorithm; Nonlinear system; Maximization; Scheme (mathematics); Data modeling; Algorithm; Data mining; Mathematical optimization; Maximum likelihood; Machine learning; Mathematics; Statistics","authors":[{"name":"Xing Jin","is_ca":true},{"name":"Siyun Wang","is_ca":true},{"name":"Biao Huang","is_ca":true},{"name":"Fraser Forbes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03759039958810651,"gpt":0.228010185761943,"spread":0.1904197861738365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008003101,0.000670156,0.0008950274,0.000264947,0.0002573161,0.0007041388,0.001045522,0.0009242944,0.0007329552],"category_scores_gemma":[0.002276844,0.0004481863,0.0006783482,0.0002917372,0.0007243189,0.001799247,0.001185359,0.001110899,0.0002455871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004658927,"about_ca_system_score_gemma":0.0005438837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584089,"about_ca_topic_score_gemma":0.0006263649,"domain_scores_codex":[0.9993159,0.0001667994,0.00003598312,0.0001468906,0.0002962391,0.00003827071],"domain_scores_gemma":[0.999018,0.0004466574,0.000177388,0.0001721313,0.0001500401,0.00003576295],"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":[0.0002836245,0.0001022903,0.002159563,0.0003052929,0.00007657585,0.0003932543,0.0003046038,0.7873617,0.04989864,0.01650148,0.0004672171,0.1421458],"study_design_scores_gemma":[0.000004131815,0.00004980711,0.0001300608,0.000003423077,0.00000482833,0.00004828161,0.000009362943,0.9884833,0.009665394,0.001283925,0.0003095089,0.00000801136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01333064,0.00004890446,0.9860696,0.00004705617,0.00001325054,0.0000178537,0.000008994765,0.0001173787,0.0003463369],"genre_scores_gemma":[0.7500995,0.0001983132,0.2464899,0.00007272154,0.00002223647,0.0001050307,0.00007535007,0.00004684745,0.002889965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001045522,"threshold_uncertainty_score":0.004232526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167605255","doi":"","title":"A kinetic model for hydroconversion processing of vacuum residue","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Identifiability; Transformation (genetics); Work (physics); Kinetic energy; Applied mathematics; Residue (chemistry); Mathematical model; Thermodynamics; Computer science; Mathematics; Chemistry; Statistics; Physics; Classical mechanics","authors":[{"name":"Shiva Shams","is_ca":true},{"name":"William C. McCaffrey","is_ca":true},{"name":"Murray R. Gray","is_ca":true},{"name":"Amos Ben‐Zvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0329698969173536,"gpt":0.262571116479653,"spread":0.2296012195622994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004468079,0.0006549722,0.0009146262,0.0003831137,0.0004030259,0.001157704,0.001172375,0.001138519,0.00266493],"category_scores_gemma":[0.0008877651,0.0003987956,0.0009015524,0.0003315469,0.0006068251,0.001059181,0.0004966148,0.001034279,0.0005308737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037576,"about_ca_system_score_gemma":0.000961795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007196022,"about_ca_topic_score_gemma":0.003398384,"domain_scores_codex":[0.999772,0.00003542145,0.00001395808,0.00008531511,0.00006208399,0.00003122851],"domain_scores_gemma":[0.9996891,0.0001579369,0.00005935978,0.00001953979,0.00006192422,0.00001207776],"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":[0.00007761338,0.00004731755,0.0005489151,0.0001004426,0.00002433298,0.00008957859,0.0000783128,0.9725056,0.01348341,0.008505568,0.0002211809,0.00431776],"study_design_scores_gemma":[0.000007096663,0.000025968,0.0001559864,0.000003949775,0.000009463016,0.00001564531,0.00000666713,0.9963909,0.001773324,0.001263803,0.0003380977,0.000009093145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1944643,0.0005831295,0.7886511,0.0004818734,0.00009659593,0.000221378,0.0008549951,0.0006363104,0.01401034],"genre_scores_gemma":[0.9674698,0.0004870706,0.01707672,0.00004988487,0.00001361394,0.0004032546,0.0003192544,0.00004343221,0.01413699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007196022,"threshold_uncertainty_score":0.01430827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}