{"meta":{"query_hash":"587c9f022b2f","filters":{"venue":"Mathematical Modelling and Control"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/587c9f022b2f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mathematical+Modelling+and+Control"},"results":[{"id":"W4389746000","doi":"10.3934/mmc.2023026","title":"MIMO fuzzy adaptive control systems based on fuzzy semi-tensor product","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Control","topic":"Control and Dynamics of Mobile Robots","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Lakehead University","funders":"","keywords":"Control theory (sociology); MIMO; Fuzzy logic; Fuzzy control system; Nonlinear system; Controller (irrigation); Adaptive neuro fuzzy inference system; Multivariable calculus; Mathematics; Adaptive control; Control engineering; Computer science; Engineering; Control (management); Artificial intelligence","score_opus":0.015268455433723306,"score_gpt":0.20157410610248638,"score_spread":0.1863056506687631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389746000","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01737032,0.00084626465,0.97273463,0.0005209056,0.0003102326,0.0012025888,0.0000875866,0.0011793487,0.005748117],"genre_scores_gemma":[0.99839145,0.000034701396,0.0004979284,0.0001166275,0.00022987805,0.00034014313,0.00000770064,0.00007714672,0.00030443975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812275,0.000068522866,0.00046600058,0.0004099682,0.00035512116,0.0005776292],"domain_scores_gemma":[0.9984345,0.00080200535,0.000053340707,0.00040455154,0.000085638734,0.00021996166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005038761,0.00036582057,0.00069397374,0.00017173625,0.00012378942,0.00011471935,0.00015802638,0.0001367054,0.000008375445],"category_scores_gemma":[0.00007142851,0.00030482354,0.00014856095,0.00018305896,0.000054138964,0.00007466254,0.0000131412135,0.0002958772,0.0002332141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012769135,0.000055005687,0.000012350555,0.00025042848,0.00010210531,0.000021256776,0.00005961388,0.9879639,0.0002531272,0.009699116,0.00015337525,0.0013020165],"study_design_scores_gemma":[0.0026295106,0.0001174418,0.000018856821,0.00023097757,0.00010969798,0.0000063557177,0.000040189254,0.98713505,0.000010610125,0.009262249,0.0000992883,0.00033977456],"about_ca_topic_score_codex":0.000009089483,"about_ca_topic_score_gemma":0.0000010641028,"teacher_disagreement_score":0.9810211,"about_ca_system_score_codex":0.00004432131,"about_ca_system_score_gemma":0.000019294768,"threshold_uncertainty_score":0.9999404},"labels":[],"label_agreement":null}]}