{"meta":{"query_hash":"92abfeae1788","filters":{"venue":"International Journal of Systems Science"},"cohort_total":68,"direct_labels_cover":0,"predictions_cover":68,"exported":68,"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/92abfeae1788","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Systems+Science"},"results":[{"id":"W1848549407","doi":"10.1080/00207721.2015.1074762","title":"MSEBAG: a dynamic classifier ensemble generation based on ‘minimum-sufficient ensemble' and bagging","year":2015,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":5,"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 Waterloo","funders":"","keywords":"Ensemble learning; Classifier (UML); Inference; Artificial intelligence; Computer science; Machine learning; Random forest; Random subspace method; Fitness function; Variance (accounting); Selection (genetic algorithm); Algorithm; Mathematics; Genetic algorithm","score_opus":0.041985045890793805,"score_gpt":0.30700317551227824,"score_spread":0.2650181296214844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848549407","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021555465,0.0007065668,0.97343314,0.0001663729,0.00012850307,0.00013142065,0.00013808908,0.0022917178,0.0014486746],"genre_scores_gemma":[0.38792652,0.00043466053,0.60593903,0.0005233887,0.0001759572,0.00041332692,0.0012347898,0.0003505583,0.0030018175],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987337,0.00029621058,0.00006759818,0.00031469265,0.0004648085,0.00012299824],"domain_scores_gemma":[0.9982634,0.00061385543,0.0001250816,0.00035539237,0.00052439654,0.00011782579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020229695,0.0010187537,0.0019050058,0.0014376643,0.0008450505,0.0011245854,0.0025404561,0.0013559368,0.002073932],"category_scores_gemma":[0.004444825,0.00054069195,0.00096364465,0.0013770432,0.0004813842,0.0021880006,0.0018374325,0.0015173012,0.001000503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027703436,0.00031064643,0.0043681157,0.00015571105,0.00026755594,0.00017118156,0.0002365234,0.25946623,0.011988235,0.007891737,0.008854707,0.70601237],"study_design_scores_gemma":[0.000024186467,0.0001167471,0.00066990644,0.000016336473,0.00004648864,0.00010973129,0.00002573497,0.9855031,0.0034678704,0.0057392945,0.0042560226,0.000024499357],"about_ca_topic_score_codex":0.0030623523,"about_ca_topic_score_gemma":0.004291357,"teacher_disagreement_score":0.0030623523,"about_ca_system_score_codex":0.0005871774,"about_ca_system_score_gemma":0.0011557319,"threshold_uncertainty_score":0.0106986165},"labels":[],"label_agreement":null},{"id":"W1967052305","doi":"10.1080/00207721.2012.669869","title":"Backstepping-based synchronisation of uncertain networked Lagrangian systems","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":23,"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 Toronto","funders":"Division of Emerging Frontiers in Research and Innovation; Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Backstepping; Convergence (economics); Control theory (sociology); Integrator; Network topology; Lagrangian; Spanning tree; Computer science; Mathematical optimization; Consensus; Multi-agent system; Mathematics; Adaptive control; Control (management); Applied mathematics","score_opus":0.022431259667614587,"score_gpt":0.2815673897711038,"score_spread":0.2591361301034892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967052305","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031862207,0.00006219136,0.9665285,0.000036242047,0.000019141393,0.000024852487,0.000009043427,0.0001301843,0.0013276634],"genre_scores_gemma":[0.9546217,0.00009135544,0.04369888,0.000022815391,0.000011044266,0.00006060079,0.000028888016,0.000016945856,0.0014477397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996277,0.00009317428,0.000022389866,0.00010889895,0.00011667029,0.00003114148],"domain_scores_gemma":[0.99952745,0.00019271464,0.00012025974,0.00006281698,0.000073621624,0.000023203505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005222119,0.00044690544,0.00045214384,0.00027892995,0.00022404671,0.00044531116,0.00066580507,0.00048798294,0.0008648435],"category_scores_gemma":[0.001391005,0.00021429682,0.00033235355,0.0002407528,0.0006504773,0.00068917463,0.0009710598,0.00057748513,0.00016624949],"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":[0.000072032024,0.00002344504,0.00030792176,0.00008702345,0.000017557046,0.0001259095,0.00016610182,0.9375756,0.014379323,0.01321166,0.00016589476,0.03386744],"study_design_scores_gemma":[0.000010197079,0.0000707325,0.00007355353,0.0000040383093,0.0000036288345,0.000019084564,0.000012628175,0.9943275,0.002557675,0.0025207333,0.00039519012,0.000005126377],"about_ca_topic_score_codex":0.0013794532,"about_ca_topic_score_gemma":0.0008623485,"teacher_disagreement_score":0.0013794532,"about_ca_system_score_codex":0.0003182989,"about_ca_system_score_gemma":0.0003928433,"threshold_uncertainty_score":0.0028931499},"labels":[],"label_agreement":null},{"id":"W1967150189","doi":"10.1080/00207721.2014.955552","title":"Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidade de Macau; Beijing Normal University; University of Texas at San Antonio","keywords":"Interpretability; Autoregressive model; Series (stratigraphy); Radial basis function; Parametric model; Nonlinear system; Time series; Parametric statistics; Computer science; Artificial neural network; Nonlinear autoregressive exogenous model; Artificial intelligence; Machine learning; Econometrics; Mathematics; Statistics","score_opus":0.026087828673478294,"score_gpt":0.2643327062341815,"score_spread":0.23824487756070317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967150189","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04207783,0.0007128605,0.95408803,0.0002581694,0.00006302082,0.000018338675,0.00007300533,0.00017817128,0.0025306093],"genre_scores_gemma":[0.8870119,0.0013005226,0.10819369,0.0000874741,0.00011266452,0.000048601636,0.00028355155,0.0000619644,0.0028997404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961686,0.00015132778,0.000023658444,0.00009796188,0.00007911375,0.000031038642],"domain_scores_gemma":[0.99868375,0.0008651334,0.00012648934,0.00010497702,0.00019797616,0.000021743168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530963,0.0007650057,0.0005577613,0.00044790233,0.00021966876,0.0008040188,0.0007168801,0.0009384576,0.0009949304],"category_scores_gemma":[0.0055603404,0.00021095364,0.00081066845,0.00045744935,0.00043814708,0.0011928236,0.00043521423,0.0011893944,0.00036135502],"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":[0.00010237795,0.00007564616,0.004811638,0.00022232156,0.0001353339,0.00027885693,0.00020602289,0.8416388,0.009142878,0.04229711,0.0009062057,0.100182876],"study_design_scores_gemma":[0.0000020818218,0.000017881224,0.00051142677,0.000005875658,0.000011043305,0.000031203912,0.000009549275,0.99457943,0.00033531184,0.0041129505,0.00037630508,0.0000069478883],"about_ca_topic_score_codex":0.007829516,"about_ca_topic_score_gemma":0.005073746,"teacher_disagreement_score":0.007829516,"about_ca_system_score_codex":0.00031475408,"about_ca_system_score_gemma":0.00045972594,"threshold_uncertainty_score":0.015567899},"labels":[],"label_agreement":null},{"id":"W1970667901","doi":"10.1080/00207721.2010.549576","title":"Vibration control of a nonlinear quarter-car active suspension system by reinforcement learning","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Suspension (topology); Nonlinear system; Control theory (sociology); Active suspension; Reinforcement learning; Control (management); Reinforcement; Vibration control; Vibration; Engineering; Control engineering; Computer science; Artificial intelligence; Structural engineering; Mathematics; Acoustics; Physics; Actuator; Geography","score_opus":0.010653290088966653,"score_gpt":0.21590966495679365,"score_spread":0.205256374867827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970667901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50568753,0.00018347564,0.49029922,0.00016316691,0.000042228043,0.000045708584,0.000019287845,0.0003235119,0.0032359364],"genre_scores_gemma":[0.99623543,0.00001531607,0.0031697406,0.000007158665,0.000002619329,0.000008551645,0.0000046499013,0.0000020004888,0.0005546058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998766,0.000034265173,0.0000068973836,0.000023823482,0.000036895013,0.000021363565],"domain_scores_gemma":[0.9996562,0.00014334632,0.00006904408,0.000023907258,0.00008340213,0.000024121733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004730717,0.00033738773,0.00032843865,0.00010366226,0.00018850624,0.00029381565,0.00039336065,0.00039560252,0.00074669905],"category_scores_gemma":[0.0007026815,0.00011935443,0.00018450692,0.00006531604,0.00042619772,0.00022442751,0.00031629996,0.00028524367,0.00009968828],"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":[0.00022269403,0.00008634698,0.00085818913,0.00006479702,0.00003342955,0.000095320975,0.00007499209,0.9501858,0.023882516,0.0015324574,0.00015113075,0.022812363],"study_design_scores_gemma":[0.000007821719,0.00008607342,0.00012714618,9.80296e-7,0.0000026428693,0.0000053758863,0.0000027127671,0.99879324,0.0007973442,0.00012296662,0.00005181112,0.0000018862967],"about_ca_topic_score_codex":0.0036947234,"about_ca_topic_score_gemma":0.0017108554,"teacher_disagreement_score":0.0036947234,"about_ca_system_score_codex":0.00027873323,"about_ca_system_score_gemma":0.0003377348,"threshold_uncertainty_score":0.0073463917},"labels":[],"label_agreement":null},{"id":"W1996722754","doi":"10.1080/00207720902957244","title":"Effects of network communications on a class of learning controlled non-linear systems†","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Yanshan University","keywords":"Iterative learning control; Convergence (economics); Lipschitz continuity; Computer science; Packet loss; Controller (irrigation); Network packet; Control theory (sociology); Focus (optics); Trajectory; Telecommunications network; Class (philosophy); Transmission (telecommunications); Transmission delay; Control (management); Mathematics; Artificial intelligence; Computer network; Telecommunications","score_opus":0.008126752437568247,"score_gpt":0.2655676783941012,"score_spread":0.257440925956533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996722754","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29047096,0.00039809407,0.700303,0.00037622394,0.00007413409,0.000074077136,0.00004309062,0.00021571423,0.008044713],"genre_scores_gemma":[0.99251336,0.00010038181,0.0057855607,0.000020978936,0.000013141234,0.000036864294,0.000016708153,0.000007230944,0.0015058062],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995677,0.00011236596,0.000017271363,0.0000836324,0.00016308973,0.000055940545],"domain_scores_gemma":[0.9986265,0.0007919884,0.00023541703,0.00008031522,0.00022863448,0.00003713892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001559,0.00037511752,0.00030880788,0.00027282853,0.00048442365,0.0005898673,0.00046676147,0.0005627853,0.0012920401],"category_scores_gemma":[0.0023037493,0.00011848885,0.00021709912,0.00024036955,0.0008723575,0.00061877206,0.0005050592,0.00069099246,0.00008325331],"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":[0.00012943443,0.000048302823,0.0014080565,0.00009373101,0.000028017343,0.00035653482,0.0001713544,0.9474803,0.0058925194,0.023127519,0.00042350197,0.020840747],"study_design_scores_gemma":[0.0000061868195,0.000041795996,0.00022474762,0.0000026178486,0.0000042234,0.000029777613,0.000010254179,0.9962119,0.0013073668,0.0018950255,0.00026275506,0.0000032785583],"about_ca_topic_score_codex":0.0031140181,"about_ca_topic_score_gemma":0.0015319284,"teacher_disagreement_score":0.0031140181,"about_ca_system_score_codex":0.0006913834,"about_ca_system_score_gemma":0.00042926965,"threshold_uncertainty_score":0.00619179},"labels":[],"label_agreement":null},{"id":"W2005311354","doi":"10.1080/00207720902755770","title":"Exponential stability of switched stochastic delay systems with non-linear uncertainties","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dwell time; Mathematics; Exponential stability; Control theory (sociology); Stability (learning theory); Linear matrix inequality; Linear system; Lyapunov function; Applied mathematics; Mathematical optimization; Computer science; Nonlinear system; Mathematical analysis","score_opus":0.014146708370250217,"score_gpt":0.24282223801155464,"score_spread":0.22867552964130441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005311354","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17731258,0.0010966284,0.81650686,0.0002897289,0.00006427386,0.000023497501,0.00008177699,0.00022167306,0.00440293],"genre_scores_gemma":[0.9949051,0.0002595373,0.0037140772,0.00002026661,0.000018354567,0.000019559551,0.00003058332,0.0000064444353,0.0010260985],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959964,0.00008699027,0.000025536172,0.000079033205,0.00016486802,0.00004390135],"domain_scores_gemma":[0.9992642,0.00040545833,0.00014872442,0.00003091268,0.0001342143,0.00001646519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058282283,0.0004920508,0.0004172384,0.00030051693,0.00019837912,0.00071217684,0.00050610234,0.00054157706,0.00071877637],"category_scores_gemma":[0.0017682019,0.00015804963,0.00037802168,0.00034844145,0.0006258338,0.000561597,0.00059138896,0.00040768538,0.00008029141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015187892,0.000017602484,0.0006344556,0.00011404023,0.000062649764,0.00019737259,0.000081494036,0.94167095,0.013515318,0.028575676,0.00019269586,0.014785916],"study_design_scores_gemma":[0.000009138592,0.00004050597,0.00025157747,0.0000037112081,0.000009050238,0.000024829258,0.000010975831,0.99277663,0.0013663825,0.0052469913,0.00025427924,0.0000059905433],"about_ca_topic_score_codex":0.0030914694,"about_ca_topic_score_gemma":0.0015858813,"teacher_disagreement_score":0.0030914694,"about_ca_system_score_codex":0.0005285985,"about_ca_system_score_gemma":0.00044513505,"threshold_uncertainty_score":0.006146908},"labels":[],"label_agreement":null},{"id":"W2006184182","doi":"10.1080/00207720902961014","title":"An alternative simple solution algorithm of an inventory model with fixed and variable lead time crash costs under unknown demand distribution","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Simple (philosophy); Variable (mathematics); Mathematical optimization; Constraint (computer-aided design); Lead time; Crash; Computer science; Distribution (mathematics); Operations research; Mathematics; Engineering; Operations management","score_opus":0.015636538165630678,"score_gpt":0.25361679736212756,"score_spread":0.23798025919649687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006184182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008928456,0.000043775915,0.9896549,0.00010640506,0.000020330355,0.00004398159,0.000031833293,0.00008722651,0.0010830691],"genre_scores_gemma":[0.3213243,0.000202791,0.67437357,0.00009800685,0.000049187875,0.00030816454,0.000112753776,0.00006336155,0.0034677787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973005,0.00009824655,0.000018574325,0.00005474004,0.0000704212,0.000027905258],"domain_scores_gemma":[0.9995845,0.00022754175,0.000052914856,0.000039686274,0.00007562173,0.000019715577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524288,0.0006652492,0.0007525868,0.00044939146,0.00049615273,0.0007560858,0.0010402254,0.0014012046,0.0034257516],"category_scores_gemma":[0.0018154313,0.00048851024,0.0009709584,0.00063353224,0.00045930065,0.0009955126,0.00095375755,0.0010638493,0.00030711936],"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":[0.000046341425,0.000044253087,0.00040458003,0.0001187555,0.000028255445,0.00016153089,0.00014173512,0.92917174,0.0024238415,0.029170228,0.00084121164,0.037447467],"study_design_scores_gemma":[0.000025183139,0.000031142106,0.000054436216,0.000006069021,0.00000982105,0.000039025468,0.0000132947,0.99097216,0.00037783268,0.0077339364,0.000730297,0.000006805815],"about_ca_topic_score_codex":0.0054292525,"about_ca_topic_score_gemma":0.004314784,"teacher_disagreement_score":0.0054292525,"about_ca_system_score_codex":0.00069602067,"about_ca_system_score_gemma":0.0016140975,"threshold_uncertainty_score":0.011460245},"labels":[],"label_agreement":null},{"id":"W2041348935","doi":"10.1080/00207720701794319","title":"On reference model tracking for Markov jump systems","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Tracking (education); State (computer science); State vector; Controller (irrigation); Jump; Markov chain; Computer science; Mathematics; Reference model; Control (management); Algorithm; Artificial intelligence","score_opus":0.030864343983121236,"score_gpt":0.28398675374078036,"score_spread":0.25312240975765915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041348935","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005020308,0.0022268412,0.98650056,0.00025686796,0.00011434735,0.000027689402,0.000026846192,0.000095090014,0.005731447],"genre_scores_gemma":[0.8239155,0.010081324,0.14655146,0.00044333466,0.0007157826,0.00038376456,0.00038532645,0.00013925858,0.017384296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99924576,0.00023331784,0.000035595578,0.00016026756,0.00025797277,0.00006707479],"domain_scores_gemma":[0.9989002,0.00067211356,0.00011773285,0.00007007633,0.00021170928,0.00002808079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014252518,0.0009502206,0.0010438369,0.0006206793,0.00052801543,0.0014163905,0.0010501337,0.0016443768,0.002973491],"category_scores_gemma":[0.0035862273,0.00033160252,0.0009827197,0.0011602228,0.0011879802,0.0017787936,0.0012954368,0.0018308547,0.0005132254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001076325,0.000044338532,0.00031849486,0.00040728267,0.000060369857,0.00026531596,0.00026212755,0.68139637,0.0049560294,0.25479555,0.0016852757,0.05570115],"study_design_scores_gemma":[0.000014095238,0.000089445944,0.000111348694,0.000040379626,0.000014382758,0.000045361863,0.000019446288,0.93858963,0.00084055064,0.057146143,0.003068319,0.000020939127],"about_ca_topic_score_codex":0.0053074956,"about_ca_topic_score_gemma":0.0023989347,"teacher_disagreement_score":0.0053074956,"about_ca_system_score_codex":0.0010316569,"about_ca_system_score_gemma":0.00080238364,"threshold_uncertainty_score":0.010553181},"labels":[],"label_agreement":null},{"id":"W2044748072","doi":"10.1080/00207721003624543","title":"Dynamic output feedback robust model predictive control","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":39,"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 Alberta","funders":"","keywords":"Control theory (sociology); Model predictive control; Bounded function; Noise (video); Controller (irrigation); Horizon; Stability (learning theory); Quadratic equation; Robust control; Robustness (evolution); Mathematics; Computer science; Output feedback; Control (management); Mathematical optimization; Control system; Engineering; Artificial intelligence","score_opus":0.01522170335215625,"score_gpt":0.22136703303460895,"score_spread":0.2061453296824527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044748072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014342756,0.000892201,0.9884312,0.00013509644,0.00011227201,0.00005167786,0.000049705744,0.0006845653,0.008209],"genre_scores_gemma":[0.8010475,0.0027570243,0.17742889,0.00034128426,0.000273939,0.0006304798,0.00044771092,0.00016802821,0.016905056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994585,0.00009318499,0.000023613404,0.00012794902,0.0002412528,0.00005557192],"domain_scores_gemma":[0.9997055,0.00009069692,0.000055998487,0.000046792993,0.000091849644,0.000009085894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056904164,0.0011433047,0.0014785941,0.00040627187,0.00047652452,0.0016607036,0.0016870358,0.00096683536,0.0036964866],"category_scores_gemma":[0.0011806521,0.00032645694,0.0006623435,0.00068904395,0.00063320657,0.0008907452,0.0012913457,0.001667206,0.0015613611],"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":[0.00008765819,0.00007378772,0.00012839888,0.0006872366,0.000079295954,0.00028072778,0.00008333605,0.73337066,0.01663514,0.060911305,0.0044436967,0.1832188],"study_design_scores_gemma":[0.000015658863,0.00009855565,0.00007987433,0.000026830563,0.000016313134,0.000056719808,0.0000074766435,0.9813774,0.0027649356,0.009574404,0.0059672426,0.0000146389075],"about_ca_topic_score_codex":0.0019074052,"about_ca_topic_score_gemma":0.0015143775,"teacher_disagreement_score":0.0036964866,"about_ca_system_score_codex":0.00055199786,"about_ca_system_score_gemma":0.000829775,"threshold_uncertainty_score":0.012366056},"labels":[],"label_agreement":null},{"id":"W2048308001","doi":"10.1080/00207720902759657","title":"Analysis of periodic motions in relay feedback systems with saturation in plant dynamics","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":3,"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 Calgary","funders":"","keywords":"Relay; Control theory (sociology); Locus (genetics); Saturation (graph theory); Computer science; Mathematics; Physics; Artificial intelligence","score_opus":0.006249356805834493,"score_gpt":0.22023076170182654,"score_spread":0.21398140489599204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048308001","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21636677,0.00025331287,0.7786987,0.00007251059,0.000012485784,0.00003418214,0.000024520043,0.0001481003,0.0043894188],"genre_scores_gemma":[0.9764281,0.00013351775,0.02215784,0.000007492385,0.000006248074,0.00002815351,0.000017238624,0.000015961774,0.0012054654],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999089,0.000025389172,0.0000043217087,0.000013734702,0.000039474304,0.000008159698],"domain_scores_gemma":[0.999754,0.00013842217,0.000051348983,0.00001746105,0.000028009055,0.000010692921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030286858,0.00031808869,0.0002899609,0.00039929853,0.00028769684,0.00027814656,0.0001967628,0.00024177159,0.0015748702],"category_scores_gemma":[0.0009268249,0.0001221697,0.00023946346,0.00014533168,0.0005522207,0.00034752433,0.00027670056,0.0002290601,0.00011012811],"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":[0.00033175814,0.00004603329,0.0050978195,0.0004123508,0.00008024383,0.0019510041,0.0013768865,0.6500217,0.11460757,0.1369916,0.0008254826,0.08825764],"study_design_scores_gemma":[0.000006739967,0.000124042,0.0013874066,0.000019877387,0.0000103312295,0.00026448187,0.00013119263,0.9742672,0.0064797085,0.016549425,0.0007478785,0.000011676256],"about_ca_topic_score_codex":0.0004373936,"about_ca_topic_score_gemma":0.00034232772,"teacher_disagreement_score":0.0015748702,"about_ca_system_score_codex":0.00018975884,"about_ca_system_score_gemma":0.00015173078,"threshold_uncertainty_score":0.0052684546},"labels":[],"label_agreement":null},{"id":"W2048312065","doi":"10.1080/00207720903474314","title":"Evolutionary design of Sugeno-type fuzzy systems for modelling humanoid robots","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":8,"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","funders":"","keywords":"Fuzzy logic; Fuzzy control system; Humanoid robot; Antecedent (behavioral psychology); Defuzzification; Mathematics; Fuzzy set operations; Robot; Neuro-fuzzy; Fuzzy set; Computer science; Type (biology); Fuzzy classification; Artificial intelligence; Fuzzy number; Control theory (sociology); Control (management)","score_opus":0.04067133089760461,"score_gpt":0.2729931073576201,"score_spread":0.2323217764600155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048312065","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026203232,0.00039756042,0.9702537,0.00009034602,0.00003610577,0.00007694913,0.000014078591,0.00007963441,0.0028483798],"genre_scores_gemma":[0.6826613,0.000649458,0.3131461,0.000045356275,0.000022515513,0.00032575257,0.000046145105,0.000019272024,0.0030840796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997439,0.00010068739,0.000018496998,0.000035761434,0.0000810998,0.000020132005],"domain_scores_gemma":[0.9997422,0.000103729144,0.00004570583,0.000020790907,0.000073483185,0.000013952871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007214194,0.0005396925,0.0005972221,0.00035226127,0.00048944756,0.0005893419,0.0005442397,0.0007724274,0.0010381948],"category_scores_gemma":[0.0014670618,0.00036832865,0.0006815068,0.00028766858,0.0005200709,0.00046646307,0.0004536456,0.0006025238,0.00020022126],"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":[0.000043478005,0.000023719063,0.00041304002,0.00011878945,0.000038969563,0.00019222073,0.00018594957,0.9473315,0.009058921,0.011225264,0.00016535952,0.031202748],"study_design_scores_gemma":[0.000011157023,0.000063244785,0.00015775267,0.000026336176,0.00001561954,0.00005409159,0.00002887494,0.9928343,0.0019714863,0.0033514882,0.0014763962,0.00000921537],"about_ca_topic_score_codex":0.0016120778,"about_ca_topic_score_gemma":0.0021040626,"teacher_disagreement_score":0.0016120778,"about_ca_system_score_codex":0.00037933284,"about_ca_system_score_gemma":0.00063191337,"threshold_uncertainty_score":0.0038152933},"labels":[],"label_agreement":null},{"id":"W2049260880","doi":"10.1080/00207720701631503","title":"A sliding mode observer-based strategy for fault detection, isolation, and estimation in a class of Lipschitz nonlinear systems","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fault detection and isolation; Control theory (sociology); Actuator; Observer (physics); Nonlinear system; Lipschitz continuity; Fault (geology); Isolation (microbiology); Computer science; Control engineering; Engineering; Mathematics; Control (management); Artificial intelligence","score_opus":0.01836614950188622,"score_gpt":0.287788727493741,"score_spread":0.2694225779918548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049260880","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055303946,0.00012485479,0.99342173,0.000039184517,0.000019543952,0.000021942717,0.000007894663,0.000096195035,0.00073824293],"genre_scores_gemma":[0.77992564,0.00051368715,0.21574931,0.00011161991,0.00006186157,0.00025072484,0.0001076715,0.00002248753,0.0032570742],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997913,0.000041517145,0.000021740849,0.00005802682,0.00006833776,0.000019108755],"domain_scores_gemma":[0.99975497,0.00009614336,0.0000517342,0.000027740538,0.00005904626,0.00001047213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045482072,0.0006682656,0.00051859085,0.00025240926,0.00022907188,0.00036285634,0.0005415489,0.00050853763,0.0006566344],"category_scores_gemma":[0.00085455924,0.000216606,0.00056882796,0.00014568117,0.00046418648,0.0006132617,0.0004431485,0.00076471636,0.00015814386],"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":[0.00023985378,0.00013651737,0.0017363296,0.00074800884,0.00013845273,0.00032493586,0.0005489234,0.5141537,0.13963695,0.0640927,0.0019538635,0.27628976],"study_design_scores_gemma":[0.000019105286,0.0001792787,0.0002984847,0.000014698334,0.000020572455,0.000034223085,0.000013135042,0.9896436,0.005743162,0.0023857525,0.0016386181,0.000009378421],"about_ca_topic_score_codex":0.0015606686,"about_ca_topic_score_gemma":0.0019613823,"teacher_disagreement_score":0.0015606686,"about_ca_system_score_codex":0.0004037024,"about_ca_system_score_gemma":0.0005539419,"threshold_uncertainty_score":0.0031031966},"labels":[],"label_agreement":null},{"id":"W2052624625","doi":"10.1080/00207720500032580","title":"Design of a discrete robust controller using a first-order model approximation","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics; Control theory (sociology); Controller (irrigation); Simple (philosophy); Exponential stability; Stability (learning theory); Applied mathematics; Settling time; Interval (graph theory); Discrete time and continuous time; Invariant (physics); Mathematical optimization; Control (management); Computer science; Nonlinear system; Step response; Control engineering; Engineering","score_opus":0.02552254391886804,"score_gpt":0.25551953041480296,"score_spread":0.22999698649593492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052624625","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061163264,0.0001082327,0.9924191,0.000046194255,0.000030459221,0.000025468815,0.000009586029,0.00031954874,0.0009250375],"genre_scores_gemma":[0.73084366,0.0002910733,0.26615444,0.00008670642,0.000055814537,0.0002079737,0.0000637771,0.000052104064,0.0022444555],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996357,0.000046014615,0.000016823464,0.000106637905,0.00015777309,0.000037075617],"domain_scores_gemma":[0.99967825,0.00012916097,0.00007246359,0.000039457063,0.000063055755,0.000017669008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005705416,0.00052413525,0.00081993086,0.00031221492,0.000337113,0.0010448368,0.0010488859,0.00078103854,0.000939703],"category_scores_gemma":[0.0009744792,0.0002874575,0.0005731322,0.00018910065,0.0005090267,0.00054142554,0.00046899798,0.0010882361,0.00036282765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002603674,0.00014505083,0.00062567194,0.00057774456,0.00011519386,0.0002122835,0.00027748046,0.680785,0.1328119,0.039076548,0.0009134053,0.14419937],"study_design_scores_gemma":[0.000032084678,0.00012649946,0.00010706444,0.000009697187,0.00001819095,0.000040832758,0.0000064210003,0.98735654,0.009548863,0.0011119482,0.0016324997,0.000009342269],"about_ca_topic_score_codex":0.0016510527,"about_ca_topic_score_gemma":0.0010514676,"teacher_disagreement_score":0.0016510527,"about_ca_system_score_codex":0.0005002872,"about_ca_system_score_gemma":0.0007279058,"threshold_uncertainty_score":0.0036298633},"labels":[],"label_agreement":null},{"id":"W2052873617","doi":"10.1080/00207721.2013.775384","title":"Performance analysis for queueing systems with close down periods and server under maintenance","year":2013,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Queue; Queueing theory; Key (lock); Computer science; Transient (computer programming); State (computer science); Queueing system; Function (biology); Probability density function; Transient state; Real-time computing; Reliability engineering; Mathematics; Computer network; Statistics; Operating system; Algorithm; Engineering; Electrical engineering","score_opus":0.011010617580056338,"score_gpt":0.23877887156362368,"score_spread":0.22776825398356734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052873617","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3277321,0.003596331,0.65744096,0.0011833624,0.00022284331,0.00014969513,0.00020771737,0.00041622372,0.00905088],"genre_scores_gemma":[0.9866911,0.00072825904,0.010198986,0.00006716422,0.00013831235,0.00004524337,0.00007623138,0.000046396086,0.0020083024],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99783427,0.00082687585,0.00007426781,0.00026821467,0.0005253371,0.00047108575],"domain_scores_gemma":[0.98814464,0.009128246,0.00088808493,0.00037348663,0.001072525,0.00039300142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045519136,0.0014963641,0.0015812162,0.0014373473,0.0011800526,0.0022465813,0.0016312257,0.0015579469,0.0026214137],"category_scores_gemma":[0.018502008,0.00051024306,0.0007759746,0.0011492895,0.0016497502,0.0021547403,0.0013140091,0.0017206863,0.00025851265],"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":[0.00016874724,0.00008116217,0.0012174716,0.00014150776,0.00005570316,0.00025156,0.0003582423,0.9157348,0.005669914,0.06875311,0.0008105933,0.0067572547],"study_design_scores_gemma":[0.0000067721007,0.000069116344,0.00045327307,0.000008267384,0.000017404764,0.000050476458,0.000049506383,0.99134153,0.000270118,0.0075753652,0.00014589878,0.000012279168],"about_ca_topic_score_codex":0.0068916283,"about_ca_topic_score_gemma":0.0024062102,"teacher_disagreement_score":0.0068916283,"about_ca_system_score_codex":0.0030949381,"about_ca_system_score_gemma":0.0016620402,"threshold_uncertainty_score":0.024073124},"labels":[],"label_agreement":null},{"id":"W2057259824","doi":"10.1080/00207720500140003","title":"Quadratic stabilization of switched systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Quadratic equation; Mathematics; Computer science; Control (management); Artificial intelligence","score_opus":0.011539338791345858,"score_gpt":0.2460604061901509,"score_spread":0.23452106739880504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057259824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052073102,0.0007140839,0.9271357,0.00030366195,0.00021540599,0.000071073,0.00006282365,0.00026413746,0.01916005],"genre_scores_gemma":[0.9793132,0.00030615428,0.013796416,0.00009264233,0.00009777518,0.00006753397,0.000052818286,0.000021221627,0.0062521887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993672,0.00015895447,0.000026247066,0.00015555878,0.00023126855,0.000060829163],"domain_scores_gemma":[0.9996339,0.00012268554,0.000064672065,0.00003080685,0.000131805,0.000016075535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040758247,0.00056717,0.00039254644,0.0003550815,0.00031031392,0.0008871653,0.00055994943,0.0005957346,0.002550455],"category_scores_gemma":[0.0009030001,0.00014654986,0.0004581895,0.0003586901,0.0008703923,0.0005480241,0.0005918189,0.00070788246,0.00023595465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021176122,0.00008299627,0.0008014842,0.0005006098,0.0001100507,0.00033952354,0.0004012119,0.7087109,0.0660525,0.14800057,0.0026849892,0.07210333],"study_design_scores_gemma":[0.000022963812,0.00018392006,0.00032393818,0.0000132645655,0.000017517126,0.00003861558,0.000029175797,0.9754927,0.0033400012,0.017571222,0.002955911,0.00001078275],"about_ca_topic_score_codex":0.0021717069,"about_ca_topic_score_gemma":0.0008648056,"teacher_disagreement_score":0.002550455,"about_ca_system_score_codex":0.0006396464,"about_ca_system_score_gemma":0.0003419818,"threshold_uncertainty_score":0.008532107},"labels":[],"label_agreement":null},{"id":"W2061057166","doi":"10.1080/00207720500139930","title":"Forecasting warranty performance in the presence of the ‘maturing data’ phenomenon","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Warranty; Reliability (semiconductor); Artificial neural network; Computer science; Quality (philosophy); Reliability engineering; Process (computing); Operations research; Engineering; Artificial intelligence","score_opus":0.028686692503136053,"score_gpt":0.24078535858414535,"score_spread":0.2120986660810093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061057166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724893,0.00016017708,0.02541226,0.00017793593,0.0000213957,0.000013609496,0.0004399849,0.0001942447,0.0010910963],"genre_scores_gemma":[0.99688894,0.000038858205,0.00256147,0.00000433272,0.000003862052,0.0000035790872,0.00028295827,0.000004422007,0.00021165791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996704,0.000075618846,0.000028631088,0.00007239884,0.00011599817,0.00003700502],"domain_scores_gemma":[0.99779713,0.0009748745,0.00046097816,0.00017513317,0.0005075767,0.0000843587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296786,0.0005084642,0.0003234044,0.00068203313,0.00016989654,0.0005389166,0.000470037,0.00069081003,0.00044798432],"category_scores_gemma":[0.0043658605,0.00019163585,0.00028309875,0.0007618255,0.00017661408,0.00081704016,0.00025541813,0.0006745597,0.00015092346],"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":[0.00022236434,0.000080112186,0.047983076,0.00006112973,0.00004331296,0.00019578701,0.00008532713,0.91180474,0.007520954,0.00037805,0.0005427352,0.031082457],"study_design_scores_gemma":[0.0000014775936,0.000040522955,0.015613096,0.0000045609377,0.000004585562,0.000013577154,0.000026187727,0.98201615,0.0020160663,0.00012502738,0.0001314278,0.000007280646],"about_ca_topic_score_codex":0.017769184,"about_ca_topic_score_gemma":0.015745621,"teacher_disagreement_score":0.017769184,"about_ca_system_score_codex":0.00077814574,"about_ca_system_score_gemma":0.00039020955,"threshold_uncertainty_score":0.035331547},"labels":[],"label_agreement":null},{"id":"W2062937508","doi":"10.1080/00207720903038150","title":"Adaptive non-linear compensation control based on neural networks for non-linear systems with time delay","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Control theory (sociology); Compensation (psychology); Controller (irrigation); Artificial neural network; Adaptive control; Computer science; Stability (learning theory); Control engineering; Linear model; Scheme (mathematics); Linear system; Control (management); Engineering; Mathematics; Artificial intelligence","score_opus":0.013733021842950327,"score_gpt":0.24903498425968154,"score_spread":0.2353019624167312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062937508","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032859985,0.0013772512,0.96248895,0.0001389752,0.00013421482,0.00003520485,0.000012437979,0.00026663207,0.0026864847],"genre_scores_gemma":[0.93755025,0.0007610595,0.056948163,0.000093833005,0.00007346006,0.00008708478,0.000031589836,0.000016976539,0.004437621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982077,0.000031696978,0.000012233952,0.00004257589,0.000073106174,0.000019671079],"domain_scores_gemma":[0.99978095,0.00009396129,0.000047065783,0.000013951789,0.000057069537,0.000006936406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033568166,0.0005242352,0.00036676205,0.00018128633,0.00029085492,0.00041397422,0.00057578797,0.00054624863,0.000718987],"category_scores_gemma":[0.00073203305,0.00017086057,0.00027597076,0.0002174146,0.00034407704,0.0005342835,0.00034465353,0.00055246416,0.000113779235],"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":[0.00021311642,0.00009362847,0.00061278074,0.000346526,0.00007968388,0.00028449635,0.00017775699,0.75610447,0.06463724,0.014883328,0.00086794375,0.16169901],"study_design_scores_gemma":[0.000012032865,0.000076174896,0.00022048286,0.000007555251,0.000011403008,0.000037667614,0.000006055295,0.9940256,0.0035448715,0.001108527,0.00094087084,0.000008693636],"about_ca_topic_score_codex":0.0029601974,"about_ca_topic_score_gemma":0.0036415532,"teacher_disagreement_score":0.0029601974,"about_ca_system_score_codex":0.0003583811,"about_ca_system_score_gemma":0.00034692022,"threshold_uncertainty_score":0.0058859587},"labels":[],"label_agreement":null},{"id":"W2064823301","doi":"10.1080/00207720802184683","title":"Extension of local linear controllers to global piecewise affine controllers for uncertain non-linear systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Mathematics; Differential inclusion; Controller (irrigation); Linear system; Affine transformation; Piecewise linear function; Lyapunov function; Equilibrium point; Piecewise linear manifold; Nonlinear system; Mathematical optimization; Computer science; Differential equation; Control (management); Mathematical analysis","score_opus":0.023666077367206665,"score_gpt":0.2813325391820171,"score_spread":0.25766646181481045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064823301","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043819943,0.00012442193,0.99375474,0.0000234464,0.00001914857,0.000019595713,0.000008465259,0.00023643923,0.0014318044],"genre_scores_gemma":[0.7624258,0.000610106,0.23052804,0.000065762,0.00006448814,0.00014588337,0.00006081359,0.00008111506,0.0060179713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984324,0.000024495619,0.000008899113,0.000042752865,0.00006494788,0.000015640757],"domain_scores_gemma":[0.99982244,0.000050466413,0.00003018921,0.000044417815,0.000043339664,0.000009130381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375168,0.0005912675,0.00036578506,0.00019072132,0.00015910096,0.000378554,0.0006281281,0.000279485,0.0016409742],"category_scores_gemma":[0.00049014273,0.00017555867,0.00042199006,0.00015385993,0.0003189076,0.0005378913,0.00085576816,0.0008243329,0.00031064783],"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":[0.0001237889,0.000060330123,0.00042150624,0.00052475464,0.000049928214,0.00051033864,0.0003956769,0.471713,0.118878916,0.05204481,0.0010935651,0.3541835],"study_design_scores_gemma":[0.000017947377,0.00031293216,0.00031039328,0.000025771593,0.00003122148,0.00020058472,0.000037134247,0.9476814,0.030584155,0.011261976,0.009515946,0.000020597523],"about_ca_topic_score_codex":0.0003468916,"about_ca_topic_score_gemma":0.00033403584,"teacher_disagreement_score":0.0016409742,"about_ca_system_score_codex":0.00015998635,"about_ca_system_score_gemma":0.00021901293,"threshold_uncertainty_score":0.005489588},"labels":[],"label_agreement":null},{"id":"W2066697165","doi":"10.1080/00207720050165816","title":"Linearization of a dynamic programming equation","year":2000,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linearization; Dynamic programming; Stochastic differential equation; Mathematics; Differential equation; Applied mathematics; Control theory (sociology); Differential (mechanical device); Calculus (dental); Mathematical economics; Algebra over a field; Mathematical analysis; Computer science; Mathematical optimization; Nonlinear system; Pure mathematics; Control (management); Physics; Artificial intelligence; Medicine","score_opus":0.024758996763264353,"score_gpt":0.26090322230766083,"score_spread":0.23614422554439649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066697165","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05937777,0.0004889488,0.8546907,0.0018785788,0.00014466923,0.00009495016,0.00039937027,0.0003721415,0.082552895],"genre_scores_gemma":[0.86431354,0.00071888935,0.053109035,0.0004788815,0.00012979805,0.0002959236,0.00043945014,0.0001232638,0.08039122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998292,0.00004906716,0.0000064761334,0.00004458788,0.000047089245,0.000023661165],"domain_scores_gemma":[0.99984646,0.00006267316,0.000030506211,0.000008649496,0.00003298552,0.000018695975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031706807,0.00042319615,0.0005028093,0.00030457063,0.00026965598,0.0012288591,0.0004600392,0.00062900723,0.008165102],"category_scores_gemma":[0.00065805775,0.00029856185,0.00047970493,0.00029705846,0.00060414884,0.0007219201,0.0011446429,0.001003198,0.0010836011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007472279,0.00008062366,0.00070187636,0.0001807577,0.000058686288,0.00036832393,0.00040474004,0.49618107,0.012288007,0.46423024,0.0047909277,0.020640094],"study_design_scores_gemma":[0.00002839032,0.000107667474,0.00032020942,0.000034948174,0.00001888878,0.000102983926,0.00010724434,0.88884795,0.0015618558,0.10022732,0.008615596,0.000027063508],"about_ca_topic_score_codex":0.003317587,"about_ca_topic_score_gemma":0.0019097151,"teacher_disagreement_score":0.008165102,"about_ca_system_score_codex":0.0006318381,"about_ca_system_score_gemma":0.00087685307,"threshold_uncertainty_score":0.027314961},"labels":[],"label_agreement":null},{"id":"W2074404553","doi":"10.1080/0020772042000320786","title":"Delay-dependent robust guaranteed cost control of an uncertain linear system with state and input delay","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":9,"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 Alberta","funders":"","keywords":"Control theory (sociology); Linear matrix inequality; Robust control; Bounded function; Mathematics; Norm (philosophy); State (computer science); Linear system; Cost control; Stability (learning theory); Control (management); Computer science; Mathematical optimization; Control system; Engineering; Algorithm; Law","score_opus":0.011912954616798163,"score_gpt":0.2362595502764179,"score_spread":0.22434659565961973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074404553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049875095,0.0004673118,0.9450214,0.000220367,0.00013942528,0.000050015864,0.00008867676,0.00032015296,0.003817634],"genre_scores_gemma":[0.98430413,0.00018969932,0.0129527105,0.000049126356,0.00003671168,0.00008255356,0.00005416437,0.000020673966,0.0023103268],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994609,0.00011309356,0.000023007948,0.00013771895,0.00019158256,0.00007373336],"domain_scores_gemma":[0.9993967,0.00022901515,0.00016996368,0.000038113034,0.00014218099,0.000024021134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324419,0.0011384424,0.000938449,0.00030340411,0.00037704725,0.0011852612,0.0011307024,0.00079591194,0.0014573629],"category_scores_gemma":[0.0017617062,0.0003967656,0.00044566233,0.0003736314,0.00074276724,0.00054314965,0.00075104326,0.0006759981,0.00019613627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002435468,0.000041901287,0.0002079742,0.0002532667,0.00006268773,0.00023335051,0.00009464969,0.95541734,0.015213012,0.013715836,0.0006389948,0.013877474],"study_design_scores_gemma":[0.000026215572,0.000108968314,0.000095449606,0.00000604857,0.000015547788,0.000013325476,0.000005307236,0.99524224,0.0023829087,0.001519726,0.0005773025,0.000007028102],"about_ca_topic_score_codex":0.0041797264,"about_ca_topic_score_gemma":0.0022539578,"teacher_disagreement_score":0.0041797264,"about_ca_system_score_codex":0.0008676891,"about_ca_system_score_gemma":0.00084981025,"threshold_uncertainty_score":0.008310795},"labels":[],"label_agreement":null},{"id":"W2078389961","doi":"10.1080/00207720600813095","title":"An inventory model with Weibull demand rate, finite rate of production and shortages","year":2006,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Weibull distribution; Economic shortage; Sensitivity (control systems); Production (economics); Production rate; Mathematical optimization; Mathematics; Economics; Econometrics; Statistics; Engineering; Microeconomics; Process engineering","score_opus":0.01619982670683612,"score_gpt":0.23548386305532593,"score_spread":0.2192840363484898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078389961","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16202615,0.004943668,0.7782784,0.003199932,0.00054268184,0.000443413,0.0044092233,0.0011696513,0.044986982],"genre_scores_gemma":[0.8918967,0.004300551,0.047255103,0.00029146488,0.00034724342,0.00064345164,0.000992615,0.00013774156,0.05413514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983694,0.00047612272,0.00012756848,0.00033718924,0.00037467296,0.00031512498],"domain_scores_gemma":[0.99799097,0.0008701497,0.00045560507,0.00013296223,0.00035308782,0.00019721228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290697,0.002027998,0.002196023,0.001779212,0.0009476154,0.003359609,0.0042952383,0.0043788403,0.0046854145],"category_scores_gemma":[0.0035704107,0.0014544015,0.0015732371,0.003012385,0.0015131019,0.003743798,0.001320289,0.0021467889,0.0016276569],"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":[0.00017914335,0.00008970661,0.0007465698,0.00016222792,0.000049343365,0.00062068185,0.0001428751,0.9387171,0.0019352481,0.052202124,0.0010070978,0.004147867],"study_design_scores_gemma":[0.00008394349,0.00014083358,0.0004224717,0.000025010217,0.0000555877,0.00021678348,0.000046436315,0.97922254,0.00035762694,0.017072909,0.00230068,0.00005523417],"about_ca_topic_score_codex":0.00929822,"about_ca_topic_score_gemma":0.0051510343,"teacher_disagreement_score":0.00929822,"about_ca_system_score_codex":0.0021435246,"about_ca_system_score_gemma":0.0021803842,"threshold_uncertainty_score":0.018488169},"labels":[],"label_agreement":null},{"id":"W2082911862","doi":"10.1080/00207720701748380","title":"Uniform stability of discrete impulsive systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":19,"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 Waterloo","funders":"","keywords":"Stability (learning theory); Exponential stability; Control theory (sociology); Mathematics; Simple (philosophy); Discrete system; Algebraic number; Nonlinear system; Synchronization (alternating current); Class (philosophy); Chaotic; Discrete time and continuous time; Applied mathematics; Computer science; Mathematical analysis; Topology (electrical circuits); Algorithm; Control (management); Statistics","score_opus":0.02277326587001303,"score_gpt":0.26250596544277055,"score_spread":0.23973269957275753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082911862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22382677,0.0021755476,0.74493164,0.00023523247,0.00014192292,0.000039109284,0.000080816986,0.0002464432,0.028322559],"genre_scores_gemma":[0.9865073,0.00062202645,0.009239544,0.000029697165,0.00004586844,0.000027553984,0.00003608725,0.000014860206,0.0034771229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99979097,0.000044363584,0.000014862461,0.000043376174,0.000077663986,0.000028669985],"domain_scores_gemma":[0.9995857,0.00016805713,0.0000903699,0.0000363033,0.00009083484,0.000028842582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166871,0.00023558576,0.0002435394,0.0004491709,0.00027700225,0.0005316498,0.00035905465,0.00021314,0.0013000928],"category_scores_gemma":[0.0015378966,0.000098655604,0.00018767195,0.0003758248,0.0005916119,0.000626972,0.0008197598,0.00035662026,0.0001646404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021520129,0.000049218346,0.0023150765,0.00037201963,0.000068147885,0.000714071,0.0005285146,0.28690937,0.0582781,0.5797509,0.0011663644,0.06963309],"study_design_scores_gemma":[0.000017944121,0.0001026128,0.0009107847,0.000021560565,0.000015631198,0.00023197437,0.00008256886,0.91563886,0.011302774,0.068042986,0.0036114487,0.000020770533],"about_ca_topic_score_codex":0.0010451593,"about_ca_topic_score_gemma":0.00037219052,"teacher_disagreement_score":0.0013000928,"about_ca_system_score_codex":0.000330307,"about_ca_system_score_gemma":0.00019679753,"threshold_uncertainty_score":0.0043492317},"labels":[],"label_agreement":null},{"id":"W2083800735","doi":"10.1080/0020772042000320777","title":"Fixed-order controller design for linear time-invariant descriptor systems: A BMI approach","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":3,"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 Alberta","funders":"","keywords":"Control theory (sociology); Mathematics; Controller (irrigation); LTI system theory; Linear system; Mathematical optimization; Control (management); Computer science; Mathematical analysis","score_opus":0.024473549370651746,"score_gpt":0.24828764238033169,"score_spread":0.22381409300967994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083800735","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012911649,0.00009811626,0.997152,0.00003460588,0.00002145951,0.000018030625,0.0000066566136,0.00008394882,0.0012941229],"genre_scores_gemma":[0.46200505,0.001387812,0.5272887,0.00020069648,0.000105582345,0.00052101404,0.00018232853,0.00013482827,0.008173927],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969184,0.00005846786,0.000018342858,0.000054651573,0.00014648454,0.000030254461],"domain_scores_gemma":[0.999619,0.00011982254,0.00004591154,0.000034796,0.00016313326,0.000017332412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493541,0.00074438745,0.0007622866,0.00070334977,0.00031940785,0.00085559854,0.0014160728,0.0007372533,0.0038879984],"category_scores_gemma":[0.0011663607,0.0003423429,0.00051419437,0.0006604821,0.0005926783,0.0008635972,0.00090456696,0.001075342,0.00076702447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022001842,0.00012544512,0.0004026066,0.0006952176,0.00008635435,0.00020574145,0.00021110874,0.5939244,0.042763818,0.11304186,0.0016282359,0.24669519],"study_design_scores_gemma":[0.000037157606,0.00014552454,0.000120123215,0.000028958997,0.00001728037,0.00006450263,0.000021349117,0.9780312,0.0054200366,0.012149405,0.003945927,0.000018524463],"about_ca_topic_score_codex":0.0016404744,"about_ca_topic_score_gemma":0.0013315699,"teacher_disagreement_score":0.0038879984,"about_ca_system_score_codex":0.00041348772,"about_ca_system_score_gemma":0.00074244104,"threshold_uncertainty_score":0.013006687},"labels":[],"label_agreement":null},{"id":"W2087919446","doi":"10.1080/00207721.2010.543482","title":"Economical production and transshipment policy for coordinating multiple production sites","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Transshipment (information security); Production (economics); Supply chain; Operations research; Computer science; Business; Economics; Microeconomics; Engineering","score_opus":0.06133199783820192,"score_gpt":0.2639312913973463,"score_spread":0.20259929355914436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087919446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041751236,0.00026430737,0.94801134,0.00051029626,0.00006511504,0.00020077206,0.00008088533,0.000092512186,0.009023588],"genre_scores_gemma":[0.83864284,0.0005241992,0.15401584,0.00008491321,0.00007814885,0.00033804844,0.000100179015,0.00006259747,0.0061532087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99739325,0.0012971534,0.00010917508,0.0004989363,0.00040614986,0.00029533496],"domain_scores_gemma":[0.99705625,0.0014375569,0.0006756199,0.00024295482,0.00034910403,0.00023854074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003998736,0.000790143,0.00088326173,0.0009898428,0.0009145069,0.0022401346,0.0018176283,0.0013081627,0.005122684],"category_scores_gemma":[0.0057027917,0.0007027013,0.0007864007,0.0013215981,0.0012253083,0.003576739,0.0012908144,0.0011358557,0.00044735425],"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":[0.00017659887,0.00009912574,0.0007859981,0.00016567067,0.00005891023,0.00022974743,0.00009945564,0.8010532,0.0035707394,0.17129032,0.0011352949,0.021334924],"study_design_scores_gemma":[0.000058690086,0.00019947827,0.0007826487,0.000027011642,0.000037820315,0.00013617826,0.00015444563,0.94343233,0.0020311924,0.0491637,0.0039436966,0.000032723605],"about_ca_topic_score_codex":0.0026606217,"about_ca_topic_score_gemma":0.0021448378,"teacher_disagreement_score":0.005122684,"about_ca_system_score_codex":0.0026243986,"about_ca_system_score_gemma":0.0027141115,"threshold_uncertainty_score":0.021147609},"labels":[],"label_agreement":null},{"id":"W2094875801","doi":"10.1080/00207721.2012.724097","title":"Unconstrained underwater multi-target tracking in passive sonar systems using two-stage PF-based technique","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Queen's University; Trusted Positioning (Canada)","funders":"","keywords":"Sonar; Computer science; Tracking (education); Particle filter; Resampling; Track-before-detect; Artificial intelligence; Cluster analysis; Noise (video); Filter (signal processing); Underwater; Range (aeronautics); Computer vision; Kalman filter; Pattern recognition (psychology); Engineering","score_opus":0.06788661023425652,"score_gpt":0.34109770759262376,"score_spread":0.27321109735836724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094875801","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032601869,0.00004318928,0.9963038,0.000016284897,0.0000104400715,0.0000086513755,0.0000036067984,0.00010446073,0.0002494397],"genre_scores_gemma":[0.2749248,0.00020851514,0.7216724,0.00005670005,0.00004993312,0.00011842046,0.000076652126,0.00005938873,0.0028331634],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996923,0.000052485306,0.000017268938,0.00007196544,0.00013941142,0.000026522697],"domain_scores_gemma":[0.9996315,0.00016323832,0.000055067645,0.00004056006,0.00009537111,0.000014304105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057188363,0.0008196505,0.00084184186,0.00033699826,0.00033263344,0.00038437234,0.0009036121,0.0009351617,0.00074240705],"category_scores_gemma":[0.0013930007,0.0004933625,0.0006787863,0.00046272043,0.00036507924,0.00092188106,0.0007115829,0.0006921811,0.00030252428],"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":[0.00017413385,0.000059446353,0.0008134227,0.0002014997,0.00006748101,0.00016162863,0.00018775534,0.6692135,0.045450192,0.0072245514,0.0009065805,0.27553982],"study_design_scores_gemma":[0.0000073864135,0.00004575601,0.00016537841,0.000003467166,0.0000069608514,0.00004810161,0.0000038606654,0.99463874,0.003888877,0.00061108166,0.0005717901,0.000008598145],"about_ca_topic_score_codex":0.0025521466,"about_ca_topic_score_gemma":0.0015956773,"teacher_disagreement_score":0.0025521466,"about_ca_system_score_codex":0.00028174272,"about_ca_system_score_gemma":0.00064657076,"threshold_uncertainty_score":0.0050746202},"labels":[],"label_agreement":null},{"id":"W2095223361","doi":"10.1080/00207720601014313","title":"Practical stability of closed-loop descriptor systems","year":2006,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":21,"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 Alberta","funders":"","keywords":"Control theory (sociology); Stability (learning theory); Lyapunov function; Simple (philosophy); Mathematics; Invariant (physics); Closed loop; Loop (graph theory); Computer science; LTI system theory; Control (management); Linear system; Control engineering; Artificial intelligence; Engineering; Nonlinear system; Machine learning","score_opus":0.027506440491905038,"score_gpt":0.2741917412496337,"score_spread":0.24668530075772865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095223361","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15058511,0.00025932587,0.8356758,0.00015834792,0.000046536312,0.000044121756,0.000032213313,0.0002571471,0.012941427],"genre_scores_gemma":[0.992297,0.000052903168,0.0061597186,0.0000138268315,0.00000879395,0.000021844544,0.00002202293,0.00000589397,0.0014180013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969625,0.00007384665,0.000016368875,0.00005753597,0.0001218227,0.00003430326],"domain_scores_gemma":[0.9994363,0.00029032442,0.00009504245,0.000043433378,0.00011886437,0.00001590342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048373375,0.00022036607,0.00022001045,0.00024377056,0.00024980635,0.0007299091,0.00035594267,0.00031910927,0.0018875683],"category_scores_gemma":[0.0016873796,0.00006847691,0.00012676182,0.0001616757,0.0007879602,0.0005783838,0.0005137206,0.00029186218,0.00015876742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003053455,0.000055213335,0.0014985565,0.00023958707,0.000031376792,0.00051523914,0.00040278825,0.40961424,0.09385241,0.43002823,0.0009569026,0.06250014],"study_design_scores_gemma":[0.000059413396,0.00027732525,0.00053635694,0.000022554845,0.0000064724945,0.00013135157,0.000106003026,0.8912657,0.017454289,0.08571207,0.004409241,0.0000192409],"about_ca_topic_score_codex":0.000463851,"about_ca_topic_score_gemma":0.00023045816,"teacher_disagreement_score":0.0018875683,"about_ca_system_score_codex":0.00033216507,"about_ca_system_score_gemma":0.0002471478,"threshold_uncertainty_score":0.006314516},"labels":[],"label_agreement":null},{"id":"W2124672805","doi":"10.1080/00207720701620118","title":"Describing function analysis of second-order sliding mode observers","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":10,"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 Calgary","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Observer (physics); Control theory (sociology); State observer; Nonlinear system; Sliding mode control; Mode (computer interface); Frequency domain; Describing function; Function (biology); Mathematics; Computer science; Mathematical analysis; Control (management); Physics; Artificial intelligence","score_opus":0.03662431041023061,"score_gpt":0.27630809967342207,"score_spread":0.23968378926319145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124672805","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015229125,0.000112836235,0.98140955,0.00004815365,0.000022375447,0.000016127762,0.000017805283,0.0001050293,0.0030390108],"genre_scores_gemma":[0.9437511,0.0005262826,0.046523977,0.000058062236,0.00003253268,0.00011884911,0.00016933105,0.00008019798,0.008739705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969506,0.000057982736,0.0000119609185,0.00003395936,0.00016423137,0.000036872523],"domain_scores_gemma":[0.99926764,0.00023478072,0.000104998835,0.000080391306,0.00029325712,0.000018919654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069985824,0.00061709096,0.0005408595,0.00055341335,0.0002238108,0.0009561777,0.00049974385,0.0006382956,0.0013889557],"category_scores_gemma":[0.0015942558,0.0002316725,0.00058135454,0.00023575156,0.00046365315,0.000847045,0.00032780578,0.00076473533,0.00033783106],"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":[0.00009374077,0.000040706378,0.0010172315,0.00019853514,0.000048662918,0.00024213071,0.00039826945,0.6171179,0.043979432,0.2909817,0.0011483935,0.044733237],"study_design_scores_gemma":[0.0000030620395,0.000028182088,0.00020635268,0.0000064314627,0.0000053465087,0.000044279604,0.000014964627,0.98413783,0.0030024797,0.011715145,0.0008255535,0.000010366899],"about_ca_topic_score_codex":0.001377263,"about_ca_topic_score_gemma":0.0004956165,"teacher_disagreement_score":0.0013889557,"about_ca_system_score_codex":0.0007171838,"about_ca_system_score_gemma":0.00049456337,"threshold_uncertainty_score":0.0052034855},"labels":[],"label_agreement":null},{"id":"W2138851387","doi":"10.1080/00207720150210814","title":"Decentralized robust controller design for uncertain large-scale systems with control delays","year":2001,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Parametric statistics; Robust control; Linear matrix inequality; Bounded function; Mathematics; Norm (philosophy); Decentralised system; Lyapunov function; Controller (irrigation); State (computer science); Computer science; Control (management); Mathematical optimization; Control system; Engineering; Nonlinear system; Algorithm","score_opus":0.023205790087916206,"score_gpt":0.24966117424175743,"score_spread":0.22645538415384123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138851387","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008092679,0.00023934063,0.9897418,0.00009703317,0.000047181537,0.000028405888,0.000019671941,0.00025404285,0.001479836],"genre_scores_gemma":[0.89353275,0.00051369454,0.102617785,0.00011068096,0.00018098393,0.0002901137,0.00013339752,0.00007225855,0.0025483337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999524,0.00008358976,0.000022891407,0.00012946843,0.00019866362,0.00004146205],"domain_scores_gemma":[0.9993838,0.00021678863,0.00017636006,0.00005896875,0.00013925042,0.000024843575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702477,0.00084377406,0.00079071504,0.00022226966,0.00042041868,0.00074041,0.0010278602,0.0008335614,0.0012322136],"category_scores_gemma":[0.0014799407,0.00033812269,0.000392778,0.0002516245,0.0005865054,0.00062326563,0.0007119685,0.0007840075,0.00035560265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117075855,0.00005275633,0.00017404751,0.00024738506,0.00006337798,0.00016609616,0.00010058026,0.89087784,0.030808441,0.019131757,0.0013152758,0.056945354],"study_design_scores_gemma":[0.000051355277,0.000117806696,0.00011314535,0.0000066677717,0.000014035508,0.00003512394,0.00000897661,0.9900794,0.0033387206,0.0045190793,0.0017071979,0.000008611048],"about_ca_topic_score_codex":0.0009659836,"about_ca_topic_score_gemma":0.0012929043,"teacher_disagreement_score":0.0012322136,"about_ca_system_score_codex":0.00041988379,"about_ca_system_score_gemma":0.00068296684,"threshold_uncertainty_score":0.004122138},"labels":[],"label_agreement":null},{"id":"W2151158967","doi":"10.1080/00207721.2011.572198","title":"Mobile sensor networks for modelling environmental pollutant distribution","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chongqing University; Kunming University of Science and Technology; European Commission; Northeast Normal University; Canadian Institute for Advanced Research","keywords":"Pollutant; Sample (material); Computer science; Voronoi diagram; Flocking (texture); Environmental science; Mathematics; Ecology","score_opus":0.026417152986280796,"score_gpt":0.24164409643494306,"score_spread":0.21522694344866225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151158967","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02324012,0.0008323636,0.9708798,0.0002202782,0.00010037268,0.000050909977,0.0001742034,0.0003290513,0.00417299],"genre_scores_gemma":[0.8018393,0.0021796392,0.18503754,0.0000933864,0.000106365296,0.0002796423,0.0003869172,0.00009267832,0.009984437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977523,0.00006630759,0.000009387356,0.000048696482,0.00008208998,0.000018182582],"domain_scores_gemma":[0.9997906,0.00010443476,0.000036047622,0.000022628483,0.000036449695,0.000009847515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026535068,0.00070884277,0.00048489554,0.0004533797,0.00028994266,0.00063121546,0.00080773415,0.00095745944,0.0013805473],"category_scores_gemma":[0.0011023743,0.00026832853,0.00053333055,0.0008094794,0.0003613931,0.0010301728,0.0004812115,0.0006397143,0.00035198784],"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":[0.000025042755,0.0000103956,0.0005003798,0.0000397579,0.00001901685,0.00005868629,0.000028679175,0.9757391,0.0021597028,0.010470741,0.00033023636,0.010618205],"study_design_scores_gemma":[0.0000043696723,0.000012287488,0.00011659434,0.000003979504,0.0000045926554,0.00001877505,0.000010344439,0.99281585,0.0005035351,0.0046168766,0.001888742,0.000004010685],"about_ca_topic_score_codex":0.0061531113,"about_ca_topic_score_gemma":0.0058082123,"teacher_disagreement_score":0.0061531113,"about_ca_system_score_codex":0.00055364525,"about_ca_system_score_gemma":0.00047435617,"threshold_uncertainty_score":0.012234569},"labels":[],"label_agreement":null},{"id":"W2152340147","doi":"10.1080/00207720500156363","title":"Robust sliding mode controllers design techniques for stabilization of multivariable time-delay systems with parameter perturbations and external disturbances","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Multivariable calculus; Sliding mode control; Lyapunov function; Constructive; Computer science; Stability (learning theory); Mode (computer interface); Linear matrix inequality; Mathematics; Control engineering; Engineering; Control (management); Mathematical optimization; Nonlinear system; Physics","score_opus":0.022161412215764443,"score_gpt":0.245615303803264,"score_spread":0.22345389158749954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152340147","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006672038,0.00051413995,0.99163026,0.000041705032,0.000039266568,0.000017120414,0.000009701081,0.00015140552,0.0009243484],"genre_scores_gemma":[0.795378,0.0011741327,0.19873013,0.00008664817,0.0001090438,0.00018197215,0.000093300885,0.000061700004,0.00418514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997737,0.00004064851,0.000016045939,0.000045212306,0.000111730806,0.000012685094],"domain_scores_gemma":[0.99983716,0.000056047164,0.000030665713,0.0000188877,0.00005297055,0.000004271061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003447973,0.00055242947,0.00028801573,0.0003867406,0.00015940254,0.00039164117,0.0004484772,0.00040449266,0.0015042953],"category_scores_gemma":[0.00057629583,0.00016914154,0.0004514735,0.00025870054,0.00023246973,0.00042925985,0.00038219334,0.00063509797,0.0001834799],"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":[0.00016839753,0.00005877645,0.00053033984,0.00056597666,0.00013804533,0.00023846717,0.0003647665,0.46849066,0.17706244,0.04379564,0.001476351,0.30711016],"study_design_scores_gemma":[0.000022338463,0.00020517988,0.00039907458,0.000021124033,0.000027749862,0.000062716725,0.000027703722,0.96866167,0.018909674,0.0059046824,0.005745526,0.000012527517],"about_ca_topic_score_codex":0.0007261003,"about_ca_topic_score_gemma":0.00062124804,"teacher_disagreement_score":0.0015042953,"about_ca_system_score_codex":0.00021109167,"about_ca_system_score_gemma":0.00022472854,"threshold_uncertainty_score":0.00503242},"labels":[],"label_agreement":null},{"id":"W2166569112","doi":"10.1080/00207720802435655","title":"Observability and controllability of systems with limited data rate","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Observability; Controllability; Control theory (sociology); Network controllability; Set (abstract data type); Finite set; Mathematics; Controller (irrigation); Observable; Discrete time and continuous time; Computer science; Applied mathematics; Control (management); Artificial intelligence","score_opus":0.045284604563039385,"score_gpt":0.25274331645372616,"score_spread":0.20745871189068676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166569112","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13858472,0.0011267486,0.8539082,0.0002509962,0.000064459186,0.000053105166,0.00018895986,0.00025366416,0.0055692447],"genre_scores_gemma":[0.98582953,0.000516918,0.012195691,0.00003846136,0.000047655907,0.00011433802,0.00011937674,0.000023427872,0.0011145397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985562,0.0003151274,0.00010504192,0.0003299938,0.0005192239,0.00017442451],"domain_scores_gemma":[0.993188,0.004416048,0.0012302557,0.0005337887,0.00050949,0.00012239112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010784386,0.00056218967,0.000671835,0.0005665011,0.00030958492,0.0012542618,0.00078558805,0.00055745966,0.0012485143],"category_scores_gemma":[0.008923108,0.0003038887,0.0006601655,0.00045694687,0.0012679549,0.0018764577,0.001204147,0.0011626962,0.00012682032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006542375,0.00008971162,0.0026554512,0.0007365207,0.00014528216,0.0007774259,0.00072006567,0.5870648,0.055092182,0.30634615,0.00069304655,0.045025103],"study_design_scores_gemma":[0.000046890436,0.00016264564,0.0010324853,0.00004122036,0.000033205935,0.00017901928,0.00006256917,0.9051758,0.0076749166,0.08444637,0.0011128081,0.000032018183],"about_ca_topic_score_codex":0.001380446,"about_ca_topic_score_gemma":0.0004917385,"teacher_disagreement_score":0.001380446,"about_ca_system_score_codex":0.0004835646,"about_ca_system_score_gemma":0.0005059798,"threshold_uncertainty_score":0.0057033896},"labels":[],"label_agreement":null},{"id":"W2167414424","doi":"10.1080/00207720701669446","title":"An alternative Kalman innovation filter approach for receiver position estimation based on GPS measurements","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Pseudorange; Kalman filter; Extended Kalman filter; Position (finance); Fast Kalman filter; Control theory (sociology); Alpha beta filter; Computer science; Invariant extended Kalman filter; Noise (video); GPS/INS; Global Positioning System; Assisted GPS; Telecommunications; Artificial intelligence; Moving horizon estimation; GNSS applications","score_opus":0.04092328143170371,"score_gpt":0.30794191849848174,"score_spread":0.26701863706677803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167414424","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014582123,0.00014551498,0.99746007,0.000035407582,0.000046129182,0.000008757633,0.000022807546,0.00022610607,0.0005969286],"genre_scores_gemma":[0.2407949,0.0013018092,0.7504578,0.00018114019,0.00033878078,0.00018275339,0.00040093577,0.0001301355,0.006211662],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876606,0.00024743608,0.000068842026,0.00027255635,0.0005695001,0.00007564258],"domain_scores_gemma":[0.99934846,0.00027483428,0.000067691864,0.000063891835,0.00023030747,0.000014863423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008879467,0.00079862867,0.0010249037,0.0011214291,0.00033913637,0.00080888247,0.0011844909,0.0012539488,0.001872912],"category_scores_gemma":[0.0026231145,0.0004939587,0.00095606846,0.0011362934,0.00043296794,0.0017810599,0.0007534145,0.0011257634,0.0009135107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020945942,0.00009107209,0.0022624822,0.0005368503,0.00032654632,0.0002651532,0.00029043228,0.3183728,0.02427829,0.06264395,0.0036635487,0.5870594],"study_design_scores_gemma":[0.00003234305,0.00008432334,0.00077436806,0.00002798353,0.00007259352,0.00013471465,0.000018162855,0.97883624,0.004794102,0.0069907876,0.008173788,0.000060541224],"about_ca_topic_score_codex":0.006806133,"about_ca_topic_score_gemma":0.0061450396,"teacher_disagreement_score":0.006806133,"about_ca_system_score_codex":0.00069592346,"about_ca_system_score_gemma":0.0011535195,"threshold_uncertainty_score":0.013533056},"labels":[],"label_agreement":null},{"id":"W2317745919","doi":"10.1080/00207721.2016.1160457","title":"<b>H∞</b>robust synchronisation of nonlinear multi-agent systems with sampled-data information","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Control theory (sociology); Nonlinear system; Lipschitz continuity; Bounded function; Controller (irrigation); Multi-agent system; Stability (learning theory); Computer science; Observer (physics); Mathematics; Control (management); Artificial intelligence","score_opus":0.05574252857956415,"score_gpt":0.27922411453242796,"score_spread":0.2234815859528638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317745919","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009347293,0.00019624921,0.98766464,0.00008377516,0.00004807175,0.000029244768,0.000013670807,0.00023107561,0.0023860782],"genre_scores_gemma":[0.9391161,0.00024900818,0.057869453,0.000071114206,0.000051112827,0.00013549061,0.00005085198,0.000034611294,0.0024222138],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960107,0.000096765514,0.000030718293,0.00011204398,0.00013091526,0.00002848949],"domain_scores_gemma":[0.999527,0.00014608193,0.00013054773,0.0000677433,0.00010968278,0.000018865892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063303066,0.00055380305,0.0005224185,0.00023074463,0.00028591946,0.000868582,0.0008114049,0.00058772636,0.00092783617],"category_scores_gemma":[0.0012913832,0.00017300074,0.0004185614,0.0002596826,0.0006524887,0.00063154794,0.0010203157,0.000798567,0.00025132956],"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":[0.00019127119,0.00007694535,0.00055218907,0.00034940918,0.000079393154,0.00027291855,0.00027782843,0.81561977,0.035059515,0.03044538,0.0013027556,0.11577253],"study_design_scores_gemma":[0.000013587184,0.00009188293,0.00013774136,0.000008368155,0.0000072170897,0.000030035324,0.00001249941,0.9924027,0.0035544334,0.002633451,0.0011003242,0.0000077328],"about_ca_topic_score_codex":0.0016040006,"about_ca_topic_score_gemma":0.0010703274,"teacher_disagreement_score":0.0016040006,"about_ca_system_score_codex":0.0003496952,"about_ca_system_score_gemma":0.0005711733,"threshold_uncertainty_score":0.003347814},"labels":[],"label_agreement":null},{"id":"W2338460402","doi":"10.1080/00207721.2016.1173742","title":"Model-independent position domain sliding mode control for contour tracking of robotic manipulator","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Feed forward; Sliding mode control; Robustness (evolution); Lyapunov stability; Lyapunov function; Nonlinear system; Position (finance); Variable structure control; Engineering; Computer science; Control engineering; Artificial intelligence; Control (management)","score_opus":0.019015662223162214,"score_gpt":0.2728411318216906,"score_spread":0.2538254695985284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338460402","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017898016,0.00045106089,0.9791586,0.00005677894,0.00007342095,0.000025304633,0.000009837254,0.00023178523,0.0020952935],"genre_scores_gemma":[0.89521927,0.00060273387,0.10073089,0.00006599176,0.00005543407,0.00009602064,0.000055869743,0.000025208321,0.0031486962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998567,0.000018012623,0.0000087957205,0.000032533106,0.000075640295,0.000008227839],"domain_scores_gemma":[0.9998381,0.00004168557,0.00003315068,0.000022775115,0.000056610297,0.0000076066444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777533,0.00039667898,0.00029104634,0.00019910128,0.00020077756,0.00030806952,0.00058263424,0.00038449382,0.0007274955],"category_scores_gemma":[0.0005193871,0.00013703831,0.00030106265,0.0001996861,0.00035178402,0.00040459604,0.00031141553,0.00043552427,0.0001422668],"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":[0.00022159678,0.000114657414,0.0011510809,0.0005971971,0.00007583323,0.00035828716,0.00033762737,0.43251315,0.14019881,0.026492996,0.002100117,0.39583868],"study_design_scores_gemma":[0.000022381193,0.00020181206,0.00038104673,0.000014715563,0.000013704659,0.00007948493,0.000009332798,0.9860123,0.009213969,0.001492138,0.0025478255,0.000011249249],"about_ca_topic_score_codex":0.0007883737,"about_ca_topic_score_gemma":0.0007829664,"teacher_disagreement_score":0.0007883737,"about_ca_system_score_codex":0.00019558123,"about_ca_system_score_gemma":0.00029737866,"threshold_uncertainty_score":0.0024337173},"labels":[],"label_agreement":null},{"id":"W2749855088","doi":"10.1080/00207721.2017.1360963","title":"Robust adaptive vibration control for an uncertain flexible Timoshenko robotic manipulator with input and output constraints","year":2017,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic Research Program of Jiangsu Province; University of Science and Technology Beijing; Natural Science Foundation of Beijing Municipality; University of British Columbia; National Natural Science Foundation of China; Royal Society","keywords":"Control theory (sociology); Robot manipulator; Boundary (topology); Convergence (economics); Vibration; Bounded function; Manipulator (device); Vibration control; Robust control; Control engineering; Computer science; Control (management); Mathematics; Robotic arm; Engineering; Control system; Artificial intelligence","score_opus":0.06588135208070946,"score_gpt":0.2798078300315702,"score_spread":0.21392647795086078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749855088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1253898,0.00045227312,0.8675781,0.00021315819,0.00008904622,0.000038743467,0.000030807845,0.0002652063,0.0059428695],"genre_scores_gemma":[0.9871001,0.000114224415,0.011402275,0.000027482913,0.0000151777085,0.000049942755,0.000018093604,0.000007895048,0.0012646976],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983406,0.00002322484,0.000009346582,0.00005268106,0.000053945016,0.000026669495],"domain_scores_gemma":[0.99979585,0.00006452826,0.00007369156,0.000015373578,0.00003960305,0.000010986059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028956114,0.0007315654,0.00042315177,0.00018707558,0.00038863218,0.00047095303,0.0007337147,0.00059319317,0.0010168038],"category_scores_gemma":[0.0006397171,0.0001930883,0.0003227022,0.00017949443,0.0006003121,0.00047094535,0.00067286275,0.0004909664,0.0001143433],"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":[0.00036935235,0.00006065546,0.0010115812,0.0005389458,0.0000743459,0.0006804433,0.00039703137,0.77604026,0.123208284,0.01740049,0.001019944,0.07919861],"study_design_scores_gemma":[0.000036335856,0.00024272803,0.0006253024,0.000014913428,0.000014906617,0.000049584203,0.000035688594,0.99187297,0.00458423,0.0018558018,0.0006536797,0.000013962399],"about_ca_topic_score_codex":0.0027344092,"about_ca_topic_score_gemma":0.0016894508,"teacher_disagreement_score":0.0027344092,"about_ca_system_score_codex":0.0002506313,"about_ca_system_score_gemma":0.00041244825,"threshold_uncertainty_score":0.0054370165},"labels":[],"label_agreement":null},{"id":"W2922423793","doi":"10.1080/00207721.2019.1586005","title":"Stochastic stability analysis for neutral-type Markov jump neural networks with additive time-varying delays via a new reciprocally convex combination inequality","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"China Scholarship Council; Government of Jiangsu Province; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Stability (learning theory); Type (biology); Convex combination; Mathematics; Artificial neural network; Regular polygon; Markov chain; Linear matrix inequality; Control theory (sociology); Markov process; Jump; Applied mathematics; Computer science; Mathematical optimization; Convex optimization; Control (management); Artificial intelligence; Statistics; Machine learning; Geology","score_opus":0.017106176870854348,"score_gpt":0.2565000491806516,"score_spread":0.23939387230979725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922423793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070740134,0.00020998802,0.9880868,0.00015087255,0.000038786762,0.000021658363,0.00003801331,0.00003398226,0.004345803],"genre_scores_gemma":[0.8949174,0.0014635312,0.0942867,0.00019303997,0.0001644395,0.00023580494,0.00021560893,0.000082351224,0.008441125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99916863,0.0002300858,0.000052718045,0.0001802528,0.0002795713,0.0000887466],"domain_scores_gemma":[0.9992601,0.00035723601,0.00011624806,0.000030881,0.00020026398,0.000035185876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016141167,0.0014793053,0.0007761543,0.0005923954,0.00039374668,0.0012863416,0.0010956096,0.00079809775,0.002360514],"category_scores_gemma":[0.0024406107,0.00034086144,0.001022909,0.0004999528,0.0009799999,0.001678757,0.0012276821,0.0016920626,0.0002797385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008337105,0.000032420397,0.00044346432,0.00018158893,0.0000846821,0.00019962632,0.00012522067,0.7976077,0.010827097,0.16821457,0.0010894899,0.021110788],"study_design_scores_gemma":[0.0000026056578,0.000019273484,0.000050555343,0.000004142504,0.0000077824925,0.000017877683,0.0000064855835,0.9905501,0.000566734,0.008468818,0.00030026052,0.0000054205725],"about_ca_topic_score_codex":0.0021344938,"about_ca_topic_score_gemma":0.0014672427,"teacher_disagreement_score":0.002360514,"about_ca_system_score_codex":0.0012112436,"about_ca_system_score_gemma":0.0009932735,"threshold_uncertainty_score":0.008788228},"labels":[],"label_agreement":null},{"id":"W2934276946","doi":"10.1080/00207721.2019.1587030","title":"Fractional order predictive sliding-mode control for a class of nonlinear input-delay systems: singular and non-singular approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":10,"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 Waterloo","funders":"","keywords":"Control theory (sociology); Nonlinear system; Sliding mode control; State observer; Singular value; SIGNAL (programming language); Observer (physics); Mathematics; Stability (learning theory); Computer science; Control (management)","score_opus":0.009728343542867685,"score_gpt":0.2526890390771436,"score_spread":0.24296069553427588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934276946","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034166414,0.001153443,0.9615447,0.00015521316,0.00007021123,0.000023308445,0.000018228704,0.00013254124,0.002736029],"genre_scores_gemma":[0.969774,0.000972372,0.026919989,0.000039382943,0.000049789498,0.000052979623,0.000031994692,0.000010596864,0.0021488375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998964,0.000016355469,0.000006240906,0.000028019056,0.00003911753,0.00001386429],"domain_scores_gemma":[0.99988616,0.000045834466,0.000025416259,0.000010022683,0.000026106278,0.000006535801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021515507,0.00047229003,0.0004283687,0.00028109906,0.00032757243,0.00057075237,0.00047512347,0.00046624301,0.000578235],"category_scores_gemma":[0.0004907755,0.0001571396,0.00038550145,0.0002758408,0.0004870011,0.00038794643,0.0003408244,0.00053126225,0.000054703818],"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":[0.0000968947,0.000047066154,0.00086082565,0.0002805897,0.000050975505,0.00037353582,0.00024783736,0.87692165,0.024231752,0.031782083,0.00057880685,0.06452803],"study_design_scores_gemma":[0.0000031148666,0.000026840424,0.00011531417,0.0000048467377,0.000007663202,0.000016232814,0.000007863748,0.9965527,0.00091531343,0.0019341682,0.00041216137,0.000003720907],"about_ca_topic_score_codex":0.004910988,"about_ca_topic_score_gemma":0.0028345466,"teacher_disagreement_score":0.004910988,"about_ca_system_score_codex":0.000403656,"about_ca_system_score_gemma":0.000570241,"threshold_uncertainty_score":0.009764791},"labels":[],"label_agreement":null},{"id":"W3033427195","doi":"10.1080/00207721.2020.1766153","title":"Adaptive fuzzy funnel control for nonlinear systems with input deadzone and saturation","year":2020,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Taishan Scholar Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Funnel; Control theory (sociology); Backstepping; Dead zone; Nonlinear system; Fuzzy logic; Affine transformation; Mathematics; Controller (irrigation); Bounded function; Adaptive control; Tracking error; Fuzzy control system; Computer science; Engineering; Control (management); Artificial intelligence; Mathematical analysis; Geometry","score_opus":0.019032254343606787,"score_gpt":0.23534528979191321,"score_spread":0.21631303544830643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033427195","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032645464,0.0005463409,0.9648211,0.000058003065,0.00005627675,0.00003583232,0.000014737761,0.00023173606,0.0015905373],"genre_scores_gemma":[0.9795725,0.00037543214,0.018096777,0.000041910353,0.000025218871,0.000064622276,0.000025875066,0.000012732892,0.0017850331],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975187,0.000038437116,0.000028532102,0.00004988117,0.000092929025,0.000038359703],"domain_scores_gemma":[0.9995264,0.00017196404,0.00010033645,0.000033555367,0.0001431351,0.000024713596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008202071,0.00072117435,0.00066483306,0.00044930412,0.00043927264,0.0010016804,0.0009773737,0.00057650515,0.00066961785],"category_scores_gemma":[0.0013634599,0.0002096367,0.00054455135,0.0003922302,0.00070148415,0.0008656518,0.0010745279,0.00061655126,0.00008798696],"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":[0.0005238118,0.00008793166,0.001387768,0.000899054,0.00013240425,0.0005896644,0.00062341616,0.74976903,0.064189084,0.042699456,0.0008875965,0.13821071],"study_design_scores_gemma":[0.00002398318,0.00019013348,0.00026502303,0.000019230583,0.000020167723,0.000047688423,0.000032563818,0.9886147,0.0047243326,0.0052102087,0.00083754124,0.000014453112],"about_ca_topic_score_codex":0.0035624497,"about_ca_topic_score_gemma":0.0018573878,"teacher_disagreement_score":0.0035624497,"about_ca_system_score_codex":0.0004844155,"about_ca_system_score_gemma":0.0006360284,"threshold_uncertainty_score":0.007083416},"labels":[],"label_agreement":null},{"id":"W3177594425","doi":"10.1080/00207721.2021.1950232","title":"Quantisation compensated data-driven iterative learning control for nonlinear systems","year":2021,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":8,"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 Alberta","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Iterative learning control; Computer science; Nonlinear system; Control theory (sociology); Decoding methods; Convergence (economics); Iterative method; Compensation (psychology); Linear system; Control (management); Algorithm; Artificial intelligence; Mathematics","score_opus":0.029373353201798617,"score_gpt":0.3010938383665007,"score_spread":0.2717204851647021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177594425","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069529726,0.0002367179,0.99083555,0.00006785452,0.000033891673,0.000025059695,0.00001178004,0.00015999425,0.0016762243],"genre_scores_gemma":[0.88708645,0.000309621,0.108815715,0.00011769211,0.000046312765,0.00016479053,0.00008227603,0.000045019613,0.0033321842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953866,0.0000869897,0.000032737167,0.00009854884,0.00019690576,0.000046087353],"domain_scores_gemma":[0.9992525,0.0003322459,0.00010863656,0.00007209559,0.00021273778,0.000021694408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009815276,0.0005137246,0.0005473572,0.00028311115,0.00038077447,0.0006841694,0.0010804547,0.0005462054,0.0011489093],"category_scores_gemma":[0.0018937908,0.00022356084,0.00034637048,0.0004052584,0.0009707346,0.0007537697,0.0011187162,0.00094943243,0.0002122311],"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":[0.00010347818,0.000045701432,0.0004233192,0.00026422594,0.00003652142,0.000072250165,0.0002710261,0.83428735,0.013367902,0.038473047,0.0008934269,0.11176182],"study_design_scores_gemma":[0.0000071042055,0.00003643941,0.000045187862,0.0000072137136,0.000003448348,0.000009700653,0.000003537001,0.9955473,0.001710905,0.0020106118,0.00061225763,0.0000062810977],"about_ca_topic_score_codex":0.004311436,"about_ca_topic_score_gemma":0.0030483855,"teacher_disagreement_score":0.004311436,"about_ca_system_score_codex":0.000765792,"about_ca_system_score_gemma":0.0011588549,"threshold_uncertainty_score":0.008572698},"labels":[],"label_agreement":null},{"id":"W4213375748","doi":"10.1080/00207721.2022.2039797","title":"PSO-based nonlinear model predictive planning and discrete-time sliding tracking control for uncertain planar underactuated manipulators","year":2022,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Control theory (sociology); Underactuation; Position (finance); Benchmark (surveying); Nonlinear system; Model predictive control; Discrete time and continuous time; Particle swarm optimization; Computer science; Trajectory; Control engineering; Engineering; Control (management); Mathematics; Artificial intelligence; Algorithm","score_opus":0.028919886871822214,"score_gpt":0.28358938051321386,"score_spread":0.25466949364139163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213375748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031343844,0.0005116864,0.9639276,0.00013199006,0.000070865055,0.000028743723,0.000023227061,0.00024424383,0.0037178472],"genre_scores_gemma":[0.95815885,0.00029326952,0.038870182,0.000041116775,0.000030846535,0.00007263715,0.000045170775,0.00001411432,0.0024738435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998129,0.000034181074,0.000011684062,0.000051000512,0.000068787136,0.000021440494],"domain_scores_gemma":[0.9998288,0.000058003876,0.000044988086,0.000015662086,0.00004180716,0.000010720535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032872998,0.00052934804,0.0006052323,0.00020524394,0.00023773113,0.0005045593,0.0005288593,0.0005303045,0.0007570105],"category_scores_gemma":[0.00066916295,0.000276263,0.00043254695,0.00023952147,0.00048638726,0.00032823705,0.00045357144,0.00056290755,0.00012421221],"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":[0.00004021774,0.00001669374,0.00028602203,0.00007172795,0.00002626715,0.00008759299,0.000059185353,0.96490246,0.00393144,0.0042915125,0.00031665666,0.025970187],"study_design_scores_gemma":[0.000004524695,0.00002866948,0.000088356486,0.0000019697566,0.0000026994392,0.0000074782606,0.0000028053507,0.9991339,0.00023690904,0.00030807167,0.00018243541,0.0000021849073],"about_ca_topic_score_codex":0.009384089,"about_ca_topic_score_gemma":0.0041239196,"teacher_disagreement_score":0.009384089,"about_ca_system_score_codex":0.0003086042,"about_ca_system_score_gemma":0.0007411534,"threshold_uncertainty_score":0.018658936},"labels":[],"label_agreement":null},{"id":"W4237594994","doi":"10.1080/00207720118849","title":"Decentralized robust controller design for uncertain large-scale systems with control delays","year":2001,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Parametric statistics; Robust control; Linear matrix inequality; Bounded function; Mathematics; Controller (irrigation); Norm (philosophy); Decentralised system; Lyapunov function; State (computer science); Lyapunov stability; Computer science; Control (management); Mathematical optimization; Control system; Engineering; Nonlinear system; Algorithm","score_opus":0.023205790087916206,"score_gpt":0.24966117424175743,"score_spread":0.22645538415384123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237594994","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008092679,0.00023934063,0.9897418,0.00009703317,0.000047181537,0.000028405888,0.000019671941,0.00025404285,0.001479836],"genre_scores_gemma":[0.89353275,0.00051369454,0.102617785,0.00011068096,0.00018098393,0.0002901137,0.00013339752,0.00007225855,0.0025483337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999524,0.00008358976,0.000022891407,0.00012946843,0.00019866362,0.00004146205],"domain_scores_gemma":[0.9993838,0.00021678863,0.00017636006,0.00005896875,0.00013925042,0.000024843575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702477,0.00084377406,0.00079071504,0.00022226966,0.00042041868,0.00074041,0.0010278602,0.0008335614,0.0012322136],"category_scores_gemma":[0.0014799407,0.00033812269,0.000392778,0.0002516245,0.0005865054,0.00062326563,0.0007119685,0.0007840075,0.00035560265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117075855,0.00005275633,0.00017404751,0.00024738506,0.00006337798,0.00016609616,0.00010058026,0.89087784,0.030808441,0.019131757,0.0013152758,0.056945354],"study_design_scores_gemma":[0.000051355277,0.000117806696,0.00011314535,0.0000066677717,0.000014035508,0.00003512394,0.00000897661,0.9900794,0.0033387206,0.0045190793,0.0017071979,0.000008611048],"about_ca_topic_score_codex":0.0009659836,"about_ca_topic_score_gemma":0.0012929043,"teacher_disagreement_score":0.0012322136,"about_ca_system_score_codex":0.00041988379,"about_ca_system_score_gemma":0.00068296684,"threshold_uncertainty_score":0.004122138},"labels":[],"label_agreement":null},{"id":"W4248481359","doi":"10.1080/002077201300306225","title":"An approximation to a dynamic inventory model for repairable items","year":2001,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convergence (economics); Dimension (graph theory); Mathematical optimization; Dynamic programming; Decomposition; State space; Computation; Reduction (mathematics); State (computer science); Computer science; Acceleration; Algorithm; Mathematics","score_opus":0.03450105065008961,"score_gpt":0.29389819022628094,"score_spread":0.2593971395761913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248481359","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05635627,0.00055441266,0.93205297,0.00055786857,0.000093035385,0.000044661734,0.000454591,0.0004409347,0.009445283],"genre_scores_gemma":[0.8787142,0.00065766554,0.10944775,0.000112108544,0.0000692138,0.00013897025,0.00066016533,0.00006313622,0.010136793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955994,0.00014770562,0.000016851347,0.000084936604,0.000108561006,0.000082104394],"domain_scores_gemma":[0.99942076,0.0003289059,0.0000814336,0.0000483032,0.00008135738,0.00003919281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066606974,0.00062768767,0.0009702002,0.00044965904,0.00036744925,0.0014186557,0.0012695222,0.0012463743,0.004575964],"category_scores_gemma":[0.0022246183,0.0006879285,0.00077138,0.0008461314,0.0006400443,0.0015520775,0.0007146891,0.0014608365,0.00056795223],"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":[0.000023672248,0.000010686048,0.000121043486,0.000014013816,0.0000064101096,0.00002694421,0.000011304285,0.9875882,0.00016429635,0.009827088,0.00026901398,0.0019373709],"study_design_scores_gemma":[0.0000028854574,0.0000038291337,0.000020026964,0.0000011737443,0.0000011877249,0.0000035408598,0.0000018877437,0.99768615,0.000025131756,0.0020590043,0.00019378995,0.0000014055961],"about_ca_topic_score_codex":0.015695198,"about_ca_topic_score_gemma":0.010160744,"teacher_disagreement_score":0.015695198,"about_ca_system_score_codex":0.0013294668,"about_ca_system_score_gemma":0.0014240538,"threshold_uncertainty_score":0.03120768},"labels":[],"label_agreement":null},{"id":"W4293084081","doi":"10.1080/00207721.2022.2083258","title":"An optimal control problem for the maintenance of a machine","year":2022,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical optimization; Dynamic programming; Random variable; Bellman equation; Variable (mathematics); Computer science; Process (computing); Function (biology); Control (management); Optimal control; Control variable; Mathematics; Artificial intelligence; Machine learning; Statistics","score_opus":0.00600066833445333,"score_gpt":0.23334451630525635,"score_spread":0.227343847970803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293084081","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030612286,0.0010232559,0.95856005,0.001115374,0.00015766977,0.00011865161,0.00021402819,0.00014629598,0.008052501],"genre_scores_gemma":[0.9209811,0.00084436423,0.066912346,0.0001473091,0.00013556678,0.00032604017,0.00024560496,0.00004772221,0.010359949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988304,0.00043258505,0.000045743735,0.00032918845,0.00020586929,0.00015630972],"domain_scores_gemma":[0.998486,0.001045155,0.00017185387,0.00004731479,0.00018845065,0.000061289946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018427823,0.0013368763,0.0015308296,0.0007400577,0.00056399807,0.0019193552,0.0012402713,0.002370032,0.0037155787],"category_scores_gemma":[0.0034104234,0.00056283246,0.00089794147,0.00068782363,0.0017823669,0.0012726384,0.00087104854,0.0017244403,0.00026641614],"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":[0.00006677102,0.000048038586,0.00024481473,0.00014755933,0.000034135028,0.000085803425,0.00006120549,0.9448366,0.0010889441,0.045688394,0.00069396297,0.0070037963],"study_design_scores_gemma":[0.000022956347,0.00004828509,0.0001062464,0.0000067139476,0.00001009783,0.000015366166,0.000009599353,0.9910256,0.00015196353,0.008097715,0.0004981025,0.0000074033887],"about_ca_topic_score_codex":0.009588618,"about_ca_topic_score_gemma":0.0048654894,"teacher_disagreement_score":0.009588618,"about_ca_system_score_codex":0.0019453474,"about_ca_system_score_gemma":0.0022865073,"threshold_uncertainty_score":0.019065619},"labels":[],"label_agreement":null},{"id":"W4321446862","doi":"10.1080/00207721.2023.2178863","title":"Design of switched high-gain observer for nonlinear systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":5,"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 Calgary","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Shenzhen Fundamental Research Program","keywords":"Control theory (sociology); Convergence (economics); Nonlinear system; Observer (physics); Lyapunov function; State observer; Mathematics; Chaotic; Singularity; LTI system theory; Computer science; Linear system; Control (management); Mathematical analysis","score_opus":0.03152649841483792,"score_gpt":0.28574424145419075,"score_spread":0.25421774303935285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321446862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009745965,0.00018171058,0.9866225,0.00007925737,0.000075135686,0.000050960316,0.000014770295,0.00025921254,0.0029704713],"genre_scores_gemma":[0.90691644,0.00033210716,0.08773211,0.00010198397,0.00004730124,0.00030837842,0.000069667374,0.000025672296,0.0044661975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996959,0.000051943025,0.000020798392,0.00008306799,0.000115532464,0.0000328251],"domain_scores_gemma":[0.9997675,0.000049010352,0.00003889778,0.000020788062,0.00010937373,0.000014437324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997691,0.00053591793,0.00058837456,0.00027560923,0.00032551217,0.0006836447,0.0008714242,0.000755253,0.0012812066],"category_scores_gemma":[0.0006860743,0.00027173018,0.00040602233,0.00018103448,0.0005180382,0.00055942056,0.00058870023,0.00072049943,0.00031624778],"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":[0.00041334965,0.00014082908,0.0023275025,0.0009312629,0.0001728732,0.00063392526,0.00069089234,0.58016384,0.16466269,0.06701756,0.002663791,0.18018147],"study_design_scores_gemma":[0.000039449602,0.00013346938,0.00030383182,0.00001794338,0.000017166474,0.000050009843,0.000020030673,0.9878324,0.0066347886,0.0022859117,0.0026486914,0.00001618999],"about_ca_topic_score_codex":0.0024526417,"about_ca_topic_score_gemma":0.002066295,"teacher_disagreement_score":0.0024526417,"about_ca_system_score_codex":0.0005867139,"about_ca_system_score_gemma":0.0007532358,"threshold_uncertainty_score":0.0048767924},"labels":[],"label_agreement":null},{"id":"W4383534566","doi":"10.1080/00207721.2023.2228809","title":"Adaptive fixed-time output feedback formation control for nonstrict-feedback nonlinear multi-agent systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Bounded function; Nonlinear system; Observer (physics); Computer science; Control (management); State observer; Mathematics; Artificial intelligence","score_opus":0.03136262537103438,"score_gpt":0.2675360142360966,"score_spread":0.2361733888650622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383534566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039933342,0.0003093675,0.95734376,0.000119903285,0.00007061998,0.000034834164,0.0000120197565,0.00010056708,0.002075598],"genre_scores_gemma":[0.9781405,0.00016612375,0.019507913,0.00004136441,0.000029299494,0.00008232181,0.000023418033,0.000010324537,0.0019988096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997017,0.00006437468,0.000014842112,0.0000936848,0.00008660801,0.000038737817],"domain_scores_gemma":[0.9995265,0.00013941673,0.00014577569,0.000032974964,0.00013270839,0.000022669781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006866699,0.00070035766,0.00051942666,0.00023127082,0.00045741705,0.0007092451,0.00084579975,0.0006289953,0.0007902578],"category_scores_gemma":[0.0010546558,0.00023106452,0.00043047214,0.00022468185,0.00084616046,0.0005908844,0.00088410877,0.0006547144,0.00010774932],"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":[0.00011755621,0.00004451742,0.0007916121,0.00017296163,0.000063767104,0.00028394785,0.00028116134,0.9352649,0.0133201135,0.012020702,0.0004979777,0.03714072],"study_design_scores_gemma":[0.000010604937,0.000088640234,0.00015783035,0.000003997324,0.00000643076,0.000021748094,0.000016625158,0.99740404,0.00075312087,0.001166669,0.00036533878,0.00000491516],"about_ca_topic_score_codex":0.0042979307,"about_ca_topic_score_gemma":0.002679609,"teacher_disagreement_score":0.0042979307,"about_ca_system_score_codex":0.0005267705,"about_ca_system_score_gemma":0.000556872,"threshold_uncertainty_score":0.008545876},"labels":[],"label_agreement":null},{"id":"W4388850935","doi":"10.1080/00207721.2023.2271621","title":"Adaptive finite-time synchronisation of variable-order fractional chaotic systems for secure communication","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Variable (mathematics); Control theory (sociology); Stability (learning theory); Chaotic; Fractional calculus; Secure communication; Limit (mathematics); Order (exchange); Synchronization (alternating current); Mathematics; Adaptive control; Computer science; Control (management); Applied mathematics; Topology (electrical circuits)","score_opus":0.015664493094682166,"score_gpt":0.27037415728645714,"score_spread":0.254709664191775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388850935","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11017059,0.00053932983,0.8834733,0.00015524494,0.00009736238,0.000031484386,0.0000136306135,0.00017331181,0.0053457725],"genre_scores_gemma":[0.98684084,0.00015360296,0.012325514,0.000013330165,0.000012396981,0.000017626871,0.00000730384,0.0000042816964,0.0006251987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998914,0.000020582978,0.0000072645635,0.000023778506,0.000044260993,0.000012700242],"domain_scores_gemma":[0.99987507,0.000044959153,0.00003830491,0.000013741522,0.000020436806,0.0000075174066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020148618,0.00020819789,0.00023260809,0.00019698488,0.00029428495,0.00031765562,0.00029074986,0.00026293207,0.0005614375],"category_scores_gemma":[0.00067457266,0.000074595555,0.0002123303,0.00019568068,0.00037854534,0.00037137093,0.00038258178,0.00027648482,0.0000470971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002631401,0.000047609406,0.0017195247,0.00021049452,0.00005762513,0.00040175265,0.00042173485,0.65661216,0.11988947,0.084782116,0.0008925862,0.13470171],"study_design_scores_gemma":[0.00001108018,0.000057600737,0.00028689537,0.0000074806267,0.000009475645,0.0000561997,0.00001823996,0.9868824,0.0057701687,0.005639091,0.0012525179,0.000008884515],"about_ca_topic_score_codex":0.0008546073,"about_ca_topic_score_gemma":0.0005912047,"teacher_disagreement_score":0.0008546073,"about_ca_system_score_codex":0.0002352031,"about_ca_system_score_gemma":0.00024138835,"threshold_uncertainty_score":0.001878202},"labels":[],"label_agreement":null},{"id":"W4390478197","doi":"10.1080/00207721.2023.2294747","title":"A comparison of three algorithms in the filtering of a Markov-modulated non-homogeneous Poisson process","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Smoothing; Overfitting; Computer science; Filter (signal processing); Expectation–maximization algorithm; Process (computing); Mathematical optimization; Mathematics; Maximum likelihood; Statistics; Artificial intelligence","score_opus":0.08693069305638408,"score_gpt":0.4564044910656355,"score_spread":0.36947379800925145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390478197","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019146193,0.0006747527,0.97751576,0.0002907932,0.00012561296,0.000081122555,0.00007078983,0.0009402097,0.0011548405],"genre_scores_gemma":[0.19813702,0.00090475887,0.79806,0.0002723227,0.00008765357,0.00022607586,0.0006129067,0.00020088916,0.0014983722],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969098,0.0011659251,0.00034115088,0.0005678644,0.0007575945,0.00025767623],"domain_scores_gemma":[0.9842318,0.011301821,0.00074499776,0.0010655792,0.0022877862,0.00036796345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0079623675,0.0013211884,0.0015632757,0.002183989,0.00095009926,0.0024453553,0.0027402642,0.0036505507,0.0015744728],"category_scores_gemma":[0.030592605,0.0005966713,0.0017173479,0.0019826547,0.0009267617,0.0026420045,0.0014178642,0.0020298045,0.0006297271],"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":[0.0010431906,0.00026948535,0.0070419805,0.00039988913,0.00040049254,0.0001484854,0.00037621715,0.53070796,0.0031729932,0.033471383,0.0029476094,0.42002034],"study_design_scores_gemma":[0.000057092202,0.00008963902,0.0013267722,0.000031166557,0.000044998516,0.00008642801,0.000060349248,0.9869703,0.0020031447,0.007881727,0.0014017805,0.00004665933],"about_ca_topic_score_codex":0.014506129,"about_ca_topic_score_gemma":0.009284806,"teacher_disagreement_score":0.014506129,"about_ca_system_score_codex":0.0015969161,"about_ca_system_score_gemma":0.003205462,"threshold_uncertainty_score":0.04210949},"labels":[],"label_agreement":null},{"id":"W4391134012","doi":"10.1080/00207721.2024.2304670","title":"Decentralised adaptive neural finite-time prescribed performance control for nonlinear large-scale systems based on command filtering","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Nonlinear system; Control theory (sociology); Scale (ratio); Computer science; Control (management); Adaptive control; Artificial neural network; Control engineering; Artificial intelligence; Engineering","score_opus":0.01508017901012715,"score_gpt":0.24903760639955502,"score_spread":0.23395742738942787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391134012","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013006954,0.00020617864,0.9844291,0.00007740353,0.00005037296,0.000022257525,0.0000074705044,0.00014282367,0.0020574494],"genre_scores_gemma":[0.959709,0.00024260368,0.036777038,0.00005240137,0.00004837856,0.00009358032,0.000034067016,0.000018801362,0.0030240465],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996339,0.000074510965,0.000022689825,0.00009300397,0.0001455799,0.000030270372],"domain_scores_gemma":[0.99952066,0.00016804106,0.000084715335,0.000060064267,0.00014616449,0.000020382215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071400724,0.00061592343,0.00060683634,0.00021146113,0.00035002158,0.000631192,0.00082186895,0.0005864173,0.0009886967],"category_scores_gemma":[0.0011677386,0.00019060423,0.00039458487,0.000297712,0.00081270613,0.0007240964,0.0006901182,0.00080133765,0.0001353627],"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":[0.00013700461,0.00005959066,0.00051899994,0.0002891045,0.00005326396,0.00012446818,0.000228663,0.8903846,0.021131812,0.03336319,0.00087735476,0.05283195],"study_design_scores_gemma":[0.000007104283,0.0000630935,0.000106965264,0.000004469323,0.0000051520537,0.000011294416,0.0000059625504,0.9964529,0.001282712,0.001659124,0.00039682258,0.000004379995],"about_ca_topic_score_codex":0.0030296,"about_ca_topic_score_gemma":0.0030211334,"teacher_disagreement_score":0.0030296,"about_ca_system_score_codex":0.0006212948,"about_ca_system_score_gemma":0.0006986008,"threshold_uncertainty_score":0.0060239434},"labels":[],"label_agreement":null},{"id":"W4400123103","doi":"10.1080/00207721.2024.2367711","title":"A robust interpolated model predictive control based on recurrent neural networks for a nonholonomic differential-drive mobile robot with quasi-LPV representation: computational complexity and conservatism","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Representation (politics); Computer science; Mobile robot; Control theory (sociology); Nonholonomic system; Differential (mechanical device); Control (management); Artificial neural network; Model predictive control; Artificial intelligence; Robot; Control engineering; Engineering","score_opus":0.02433568957260327,"score_gpt":0.26925623388061615,"score_spread":0.24492054430801288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400123103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027688004,0.00039029264,0.9693262,0.00009466657,0.000056129822,0.000028745979,0.00002218313,0.00036040944,0.0020333861],"genre_scores_gemma":[0.9092301,0.00025697387,0.08761413,0.000058449168,0.000036446294,0.00009530484,0.0000691277,0.000034719502,0.002604729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983275,0.0000367888,0.00000902956,0.000048317856,0.0000525803,0.000020512796],"domain_scores_gemma":[0.99980897,0.00007509755,0.00003976972,0.00001915023,0.00004766099,0.000009284852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047823705,0.00061125844,0.00063943426,0.0002091286,0.00027477462,0.0005219071,0.0009267074,0.00059621176,0.0008660285],"category_scores_gemma":[0.000577517,0.0002971219,0.00050498196,0.00027168926,0.00042494375,0.00042791077,0.0005450701,0.0007226153,0.00015553605],"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":[0.00007071326,0.000031905165,0.00023861357,0.00012197385,0.00003886791,0.0001356855,0.000059730068,0.94411093,0.0071777287,0.0034828996,0.00043528443,0.04409558],"study_design_scores_gemma":[0.0000035271466,0.000025940655,0.0000321544,0.0000018647353,0.0000034898328,0.0000065244435,0.0000012441222,0.9993098,0.00032422956,0.00016197193,0.00012733635,0.0000020057898],"about_ca_topic_score_codex":0.0057701464,"about_ca_topic_score_gemma":0.004418391,"teacher_disagreement_score":0.0057701464,"about_ca_system_score_codex":0.00037972885,"about_ca_system_score_gemma":0.00060169713,"threshold_uncertainty_score":0.011473119},"labels":[],"label_agreement":null},{"id":"W4400986908","doi":"10.1080/00207721.2024.2377757","title":"Tracking control of non-minimum phase systems: a kernel-based approach","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Control Systems and Identification","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Research Council Canada","keywords":"Minimum phase; Control theory (sociology); Computer science; Control (management); Kernel (algebra); Tracking (education); Mathematics; Phase (matter); Artificial intelligence; Mathematical optimization; Discrete mathematics; Psychology; Physics","score_opus":0.013515630158040573,"score_gpt":0.27683054539648033,"score_spread":0.26331491523843975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400986908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005588156,0.000101553465,0.9930825,0.000028166702,0.0000143555,0.0000097242055,0.0000059131903,0.0001227098,0.0010468623],"genre_scores_gemma":[0.84933007,0.00040428052,0.1452645,0.00006136543,0.000038998834,0.00009868291,0.00005157286,0.00008377162,0.0046667755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980646,0.00004020343,0.000011196246,0.00003545775,0.00008410041,0.000022512735],"domain_scores_gemma":[0.99969304,0.00012570698,0.000043194308,0.00003911338,0.00008601617,0.000013022019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038683484,0.00046059626,0.00057503907,0.00027435579,0.0001979844,0.0006205755,0.000769554,0.00066777447,0.0017520823],"category_scores_gemma":[0.0008117584,0.00026083394,0.00046150465,0.00022803483,0.00053356745,0.0008530039,0.0006708436,0.00079108746,0.00040220292],"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":[0.00014471363,0.000114877956,0.00038056684,0.0003053964,0.000053172065,0.000119220516,0.00018387283,0.80373013,0.04398153,0.0363425,0.000858495,0.11378553],"study_design_scores_gemma":[0.000003139424,0.000024624907,0.000039250044,0.000003077971,0.000002484422,0.000009822641,0.0000029205382,0.99737084,0.0013129583,0.0009260975,0.00030112526,0.0000036136066],"about_ca_topic_score_codex":0.0015212833,"about_ca_topic_score_gemma":0.0012596516,"teacher_disagreement_score":0.0017520823,"about_ca_system_score_codex":0.00033930084,"about_ca_system_score_gemma":0.000599403,"threshold_uncertainty_score":0.0058612823},"labels":[],"label_agreement":null},{"id":"W4401580851","doi":"10.1080/00207721.2024.2390170","title":"Complex Laplacian approach for formation tracking without velocity measurements","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Convergence (economics); Control theory (sociology); Tracking (education); Laplace operator; Control (management); Process (computing); Computer science; Constant (computer programming); Mathematics; Artificial intelligence; Mathematical analysis","score_opus":0.1142022551642252,"score_gpt":0.33581918007094025,"score_spread":0.22161692490671503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401580851","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032625548,0.00033187808,0.9934028,0.00015142265,0.00006128399,0.000013415578,0.000016584523,0.00007069557,0.0026894205],"genre_scores_gemma":[0.7931344,0.0019802928,0.19054386,0.00029409272,0.00027787374,0.00020960391,0.00014439068,0.000087987755,0.013327392],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997596,0.000057224734,0.00001238417,0.00006520403,0.00008602354,0.00001948361],"domain_scores_gemma":[0.9996208,0.000168452,0.000055309265,0.00004062567,0.00009621805,0.000018630071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818086,0.0006517889,0.0004553272,0.000550402,0.0002937238,0.0007428635,0.0008385254,0.0007457105,0.0016058772],"category_scores_gemma":[0.001367066,0.00019132547,0.0004509623,0.000603838,0.00067402446,0.0010270459,0.0008501881,0.0010709928,0.0003714267],"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":[0.00005549619,0.000053568776,0.0005457776,0.00019111315,0.000049350438,0.00017308448,0.00020767722,0.7214108,0.011715019,0.16069248,0.0029832725,0.10192242],"study_design_scores_gemma":[0.0000030400597,0.000021659203,0.00005587269,0.0000036351278,0.000003031727,0.000014855932,0.000008047842,0.9875261,0.0003911321,0.010958785,0.0010072356,0.00000661509],"about_ca_topic_score_codex":0.0034549958,"about_ca_topic_score_gemma":0.0016687043,"teacher_disagreement_score":0.0034549958,"about_ca_system_score_codex":0.0006185633,"about_ca_system_score_gemma":0.00061912014,"threshold_uncertainty_score":0.0068697333},"labels":[],"label_agreement":null},{"id":"W4401917067","doi":"10.1080/00207721.2024.2394568","title":"Velocity observer design for a class of uncertain nonlinear mechanical systems: a self-adaptive fuzzy logic-based approach","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","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 Waterloo","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Nonlinear system; Control theory (sociology); Fuzzy logic; Class (philosophy); Observer (physics); Mathematics; Mechanical system; Computer science; Control engineering; Engineering; Artificial intelligence; Physics; Control (management)","score_opus":0.062089821310343296,"score_gpt":0.28939224098437033,"score_spread":0.22730241967402703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401917067","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004916616,0.00013894659,0.99423003,0.000031476782,0.000018369334,0.000016976499,0.0000052319806,0.00007780369,0.00056453596],"genre_scores_gemma":[0.83707124,0.00048238153,0.16014574,0.000075519434,0.00005543656,0.00014365141,0.00005880119,0.00002379331,0.0019434155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975413,0.000040845815,0.000018567067,0.000066839246,0.00009633244,0.00002335246],"domain_scores_gemma":[0.9997143,0.00009011833,0.00006108869,0.000022628461,0.000101331156,0.0000104381925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064927485,0.00044128805,0.0005174739,0.0003615656,0.00023332331,0.00059304334,0.00069356646,0.0006564007,0.00052973186],"category_scores_gemma":[0.0009075899,0.00025043543,0.0004663766,0.00020971707,0.0004625251,0.0005084649,0.00041064827,0.00058393064,0.00014614659],"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":[0.00012234107,0.00005777225,0.0010642632,0.0003917824,0.00008434175,0.0002370115,0.00027032275,0.77792996,0.0674397,0.024771722,0.00066429,0.12696645],"study_design_scores_gemma":[0.00000727443,0.000053122363,0.00012252443,0.000009151682,0.000008215408,0.000021571788,0.000009385369,0.9948238,0.0028372407,0.0013134264,0.0007881442,0.000006119104],"about_ca_topic_score_codex":0.0025306793,"about_ca_topic_score_gemma":0.0023707377,"teacher_disagreement_score":0.0025306793,"about_ca_system_score_codex":0.00043806207,"about_ca_system_score_gemma":0.0006495186,"threshold_uncertainty_score":0.0050319433},"labels":[],"label_agreement":null},{"id":"W4402986541","doi":"10.1080/00207721.2024.2408551","title":"Landslide spatial prediction based on cascade forest and stacking ensemble learning algorithm","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":5,"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 Alberta","funders":"Fundamental Research Funds for the Central Universities; Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Cascade; Landslide; Ensemble learning; Random forest; Algorithm; Computer science; Artificial intelligence; Stacking; Machine learning; Pattern recognition (psychology); Geology; Engineering; Geomorphology","score_opus":0.006549653312501752,"score_gpt":0.23786120209565303,"score_spread":0.23131154878315127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402986541","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20697261,0.00066086027,0.788581,0.00022447745,0.000107858505,0.00007063059,0.00024437264,0.0009939814,0.0021440543],"genre_scores_gemma":[0.93633956,0.00026405213,0.061404265,0.000050606417,0.00004683865,0.000063374384,0.00037727784,0.00002498533,0.001428958],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995728,0.00006886597,0.000029175124,0.00012134769,0.00011800307,0.000089815585],"domain_scores_gemma":[0.99936146,0.00021153553,0.000063045576,0.000064258325,0.0002544056,0.00004542064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010504483,0.00096907536,0.0010788363,0.0013322256,0.0005956843,0.00061815575,0.0010272416,0.0007037232,0.00097515347],"category_scores_gemma":[0.0016904959,0.00038066306,0.0010617205,0.0010384565,0.0002857088,0.0012716032,0.00062288495,0.0007631992,0.00022145206],"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":[0.00011337206,0.00010825551,0.012116702,0.00003366712,0.0001099497,0.00011503425,0.000065286644,0.80293083,0.0024675885,0.0010974421,0.001653623,0.17918818],"study_design_scores_gemma":[0.0000020426023,0.000015392816,0.0006814525,0.0000020518335,0.000009658262,0.0000086219,0.000004706944,0.99861264,0.00025696933,0.00033236266,0.00007047631,0.0000035196106],"about_ca_topic_score_codex":0.021778312,"about_ca_topic_score_gemma":0.016694007,"teacher_disagreement_score":0.021778312,"about_ca_system_score_codex":0.0005226384,"about_ca_system_score_gemma":0.00096977456,"threshold_uncertainty_score":0.043303132},"labels":[],"label_agreement":null},{"id":"W4403135320","doi":"10.1080/00207721.2024.2408526","title":"MIMO system identification and uncertainty calibration with a limited amount of data using transfer learning","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Control Systems and Identification","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); MIMO; Calibration; Computer science; Transfer of learning; Transfer (computing); Control theory (sociology); Data mining; Machine learning; Control engineering; Artificial intelligence; Mathematics; Engineering; Statistics; Control (management); Telecommunications; Channel (broadcasting)","score_opus":0.026209104332474427,"score_gpt":0.2652536378309648,"score_spread":0.23904453349849036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403135320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008590313,0.000130981,0.9898779,0.00008830794,0.000020295141,0.00003166375,0.000035766167,0.00030265856,0.00092214847],"genre_scores_gemma":[0.8661809,0.0003587122,0.1300762,0.0001626009,0.00008950819,0.00027911103,0.000265886,0.00006630897,0.0025206686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991085,0.00025899304,0.00006270018,0.00024210321,0.0002486153,0.000079145495],"domain_scores_gemma":[0.99779546,0.0013585981,0.00025950265,0.00025933466,0.0002876761,0.000039368144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014439181,0.0010747137,0.0010770074,0.0005417554,0.00047059671,0.0009566484,0.0010881315,0.0012108606,0.001861216],"category_scores_gemma":[0.006374721,0.0004519982,0.00081531395,0.000560664,0.0010216258,0.0016502686,0.0017753036,0.0018702771,0.0005612816],"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":[0.00008656435,0.000057067587,0.0007317654,0.00014385712,0.00006290031,0.00011499957,0.000089946516,0.9163157,0.00402396,0.0066719125,0.00034930606,0.07135201],"study_design_scores_gemma":[0.0000053773883,0.00004082925,0.00025063741,0.000010783086,0.0000058109617,0.00002600262,0.000015021274,0.9933814,0.0018616291,0.004003227,0.00038807897,0.0000112586895],"about_ca_topic_score_codex":0.0031788596,"about_ca_topic_score_gemma":0.0020857886,"teacher_disagreement_score":0.0031788596,"about_ca_system_score_codex":0.00050164934,"about_ca_system_score_gemma":0.0011003049,"threshold_uncertainty_score":0.0076363087},"labels":[],"label_agreement":null},{"id":"W4404414057","doi":"10.1080/00207721.2024.2427848","title":"Distributed adaptive finite-time fault-tolerant cooperative control of heterogeneous multi-agent systems with saturation and disturbances","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Aeronautical Science Foundation of China; National Natural Science Foundation of China","keywords":"Saturation (graph theory); Control theory (sociology); Fault tolerance; Multi-agent system; Distributed computing; Computer science; Control (management); Mathematics; Artificial intelligence","score_opus":0.013439694798850451,"score_gpt":0.24923975128792275,"score_spread":0.2358000564890723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404414057","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08375348,0.0003787896,0.9131052,0.00015564052,0.00006851969,0.000030245006,0.00001957728,0.00016435108,0.002324218],"genre_scores_gemma":[0.99390644,0.0000783629,0.005246784,0.000021778384,0.000012964434,0.00003290841,0.00001533969,0.000003701363,0.0006817257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996506,0.000065937515,0.000021928809,0.00010943115,0.00009385895,0.000058171234],"domain_scores_gemma":[0.9992489,0.00029921462,0.0001807774,0.0000598071,0.00016770438,0.000043433934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359846,0.0006498518,0.0006413556,0.00020949343,0.0004514808,0.00071410014,0.001028375,0.0006990633,0.00044665777],"category_scores_gemma":[0.0013069304,0.00018745018,0.00036680227,0.00029347438,0.00067605026,0.00060675916,0.0008672622,0.00059636484,0.00006894817],"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":[0.00010766806,0.000033171164,0.00064525317,0.00009447126,0.00005021955,0.00028196702,0.00017384841,0.9653026,0.0071198056,0.005077786,0.0002572373,0.020855932],"study_design_scores_gemma":[0.0000079452,0.00005284748,0.00013556323,0.000002840301,0.0000062306585,0.00001689658,0.00001741469,0.9980281,0.00055536255,0.0009926619,0.00018105797,0.000002989976],"about_ca_topic_score_codex":0.0054919566,"about_ca_topic_score_gemma":0.0028666258,"teacher_disagreement_score":0.0054919566,"about_ca_system_score_codex":0.00052979274,"about_ca_system_score_gemma":0.0004887357,"threshold_uncertainty_score":0.010919929},"labels":[],"label_agreement":null},{"id":"W4406795689","doi":"10.1080/00207721.2025.2456028","title":"Static output feedback strategy for mean-field social control with nonlinear stochastic dynamics","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":1,"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 Waterloo","funders":"Japan Society for the Promotion of Science","keywords":"Control theory (sociology); Nonlinear system; Dynamics (music); Control (management); Field (mathematics); Feedback control; Output feedback; Nonlinear control; Computer science; Mathematics; Control engineering; Engineering; Psychology; Physics; Artificial intelligence","score_opus":0.01629037776134769,"score_gpt":0.29390427925727114,"score_spread":0.27761390149592347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406795689","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029719176,0.00020501703,0.9645599,0.00025962468,0.00004593162,0.000052603344,0.000033494514,0.00007296115,0.0050512813],"genre_scores_gemma":[0.96674836,0.00016200039,0.0294018,0.00007720802,0.000029966859,0.00016092621,0.000039551353,0.000015344713,0.0033648608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993499,0.00021880637,0.00002514082,0.00014077427,0.00016822673,0.00009719257],"domain_scores_gemma":[0.9988825,0.0006087663,0.00022305269,0.000040606657,0.00017266793,0.0000725119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015509592,0.0011639756,0.0011459914,0.00060160394,0.0006494636,0.0012255808,0.0011109683,0.0012980007,0.001636931],"category_scores_gemma":[0.0020933044,0.00033406608,0.0006814344,0.0004246281,0.0013900654,0.00089267385,0.0014327548,0.0008470002,0.0001731775],"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":[0.00006462794,0.000038372964,0.00034319138,0.0000869542,0.00004675553,0.00011140432,0.000101401136,0.9372048,0.0025309448,0.04656583,0.00058103766,0.012324622],"study_design_scores_gemma":[0.000008784172,0.000032354157,0.000051559495,0.0000040154096,0.000006149758,0.000008305622,0.000010484121,0.9935057,0.0001938345,0.005973798,0.00019968864,0.000005169418],"about_ca_topic_score_codex":0.004942378,"about_ca_topic_score_gemma":0.0033615173,"teacher_disagreement_score":0.004942378,"about_ca_system_score_codex":0.0014621274,"about_ca_system_score_gemma":0.0013932057,"threshold_uncertainty_score":0.010608554},"labels":[],"label_agreement":null},{"id":"W4408036741","doi":"10.1080/00207721.2025.2470404","title":"An adaptive self-adjusting fuzzy logic-based robust controller formulation for a class of uncertain MIMO nonlinear systems","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"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 Waterloo","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Control theory (sociology); Fuzzy logic; Nonlinear system; Class (philosophy); MIMO; Computer science; Fuzzy control system; Control engineering; Mathematics; Controller (irrigation); Engineering; Artificial intelligence; Control (management)","score_opus":0.029156786913128833,"score_gpt":0.2925455213945557,"score_spread":0.26338873448142686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408036741","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009100671,0.0003698038,0.9859401,0.00007209301,0.00005215574,0.000040254396,0.000020572625,0.000112765076,0.0042915978],"genre_scores_gemma":[0.90297395,0.00054713443,0.0921371,0.00011131666,0.00010747353,0.0001722098,0.00006501377,0.000028011209,0.0038577837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972683,0.000037883983,0.000013918846,0.00008138035,0.00011818107,0.00002176401],"domain_scores_gemma":[0.999846,0.000047288864,0.000031169675,0.0000118044945,0.000057485126,0.0000062044633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039072416,0.0006023435,0.000496888,0.00028982243,0.00023017422,0.0008031287,0.00089017284,0.00072629127,0.0009831272],"category_scores_gemma":[0.0005270487,0.00015947521,0.00045504386,0.00025456602,0.00040759452,0.00039212962,0.00042734903,0.00063762075,0.00019820308],"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":[0.00007542493,0.00006177398,0.00038551821,0.00026626352,0.00007637793,0.00030176947,0.0001338086,0.8496412,0.035326783,0.023849381,0.0010065393,0.08887519],"study_design_scores_gemma":[0.000005123535,0.00004319223,0.0000871618,0.0000051621296,0.000006638199,0.000027018312,0.000004777678,0.9973149,0.0010355572,0.000745239,0.00072014966,0.000005084434],"about_ca_topic_score_codex":0.0021183013,"about_ca_topic_score_gemma":0.0017560457,"teacher_disagreement_score":0.0021183013,"about_ca_system_score_codex":0.00034215738,"about_ca_system_score_gemma":0.0005261944,"threshold_uncertainty_score":0.0042119026},"labels":[],"label_agreement":null},{"id":"W4409551050","doi":"10.1080/00207721.2025.2492802","title":"Ponzi system dynamics: time to bankruptcy, optimal bailout time and a condition for survival","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bailout; Bankruptcy; Control theory (sociology); Dynamics (music); Economics; Computer science; Financial crisis; Finance; Keynesian economics; Physics; Control (management); Management","score_opus":0.010343963113758622,"score_gpt":0.31682383982949125,"score_spread":0.3064798767157326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409551050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5009945,0.0011887042,0.45417777,0.007829958,0.00024618878,0.00025658973,0.0009959213,0.00046208402,0.03384835],"genre_scores_gemma":[0.97870445,0.0005054635,0.008523777,0.00023522762,0.00005135284,0.00020946634,0.0002327185,0.0000527697,0.011484854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930906,0.00019449263,0.00003219709,0.00017124315,0.00007606729,0.00021687642],"domain_scores_gemma":[0.99105185,0.0055270814,0.0015314375,0.00022961257,0.00076499215,0.0008949227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030075884,0.00082982524,0.0016203668,0.0008866637,0.0010560921,0.0024632576,0.0010494741,0.0031472817,0.015317958],"category_scores_gemma":[0.021753909,0.00060512504,0.00088947336,0.00039606044,0.0034444341,0.0029231315,0.0020680726,0.0038248543,0.0006251769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023695713,0.000118253316,0.0064029647,0.00018839703,0.000072904695,0.0005477573,0.0006418667,0.4542773,0.0031062218,0.52527124,0.0036668945,0.0054692086],"study_design_scores_gemma":[0.000057094676,0.000099087694,0.00238362,0.0000604912,0.00002887827,0.00006609357,0.00027643394,0.90428853,0.00038813276,0.09105295,0.0012493201,0.0000494126],"about_ca_topic_score_codex":0.01479116,"about_ca_topic_score_gemma":0.0067070555,"teacher_disagreement_score":0.015317958,"about_ca_system_score_codex":0.0025901021,"about_ca_system_score_gemma":0.0028248066,"threshold_uncertainty_score":0.051243663},"labels":[],"label_agreement":null},{"id":"W4411680800","doi":"10.1080/00207721.2025.2521014","title":"Data-based adaptive second-order terminal sliding mode predictive control for nonlinear SISO systems with discrete-time dynamics","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Nonlinear system; Sliding mode control; Model predictive control; Terminal (telecommunication); Terminal sliding mode; Mode (computer interface); Control (management); Computer science; Dynamics (music); Discrete time and continuous time; Adaptive control; Mathematics; Physics; Artificial intelligence; Statistics","score_opus":0.007845663218741633,"score_gpt":0.26554341563943035,"score_spread":0.2576977524206887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411680800","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017660942,0.0004173254,0.9786679,0.000115099894,0.00013106516,0.000038375834,0.00003134454,0.00027644885,0.0026615127],"genre_scores_gemma":[0.9647548,0.00036005804,0.032057993,0.000066666704,0.000049658756,0.00012121084,0.00009498644,0.000022492899,0.0024721317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973744,0.000040371204,0.000020014088,0.000056177494,0.000116529416,0.000029417488],"domain_scores_gemma":[0.9996346,0.00015332676,0.00005346755,0.00003371645,0.00010989761,0.00001496324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374508,0.0007642057,0.0006663514,0.00030875517,0.00033249555,0.00091281545,0.0008237098,0.0005833274,0.0012503738],"category_scores_gemma":[0.0009655806,0.0002671823,0.00039911165,0.00042326516,0.0005899975,0.0006648755,0.0007683665,0.0011012722,0.00020104594],"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":[0.0001981615,0.00006464648,0.00065204577,0.0004560169,0.00006359824,0.00016181848,0.00028819326,0.8654106,0.015239777,0.01342673,0.0012559333,0.102782466],"study_design_scores_gemma":[0.000007788518,0.000048384896,0.00008950062,0.00000640864,0.0000054099833,0.000010097333,0.0000064957817,0.99758196,0.0011134805,0.0006619552,0.00046476797,0.0000037335876],"about_ca_topic_score_codex":0.0038936757,"about_ca_topic_score_gemma":0.003312421,"teacher_disagreement_score":0.0038936757,"about_ca_system_score_codex":0.00036414218,"about_ca_system_score_gemma":0.00066787214,"threshold_uncertainty_score":0.0077420473},"labels":[],"label_agreement":null},{"id":"W4412134260","doi":"10.1080/00207721.2025.2529476","title":"Performance enhancement of PI and PIDn controllers through deep reinforcement learning for frequency regulation in renewable-integrated power systems","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Frequency Control in Power Systems","field":"Engineering","cited_by":6,"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 New Brunswick","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Reinforcement learning; Control theory (sociology); Reinforcement; Renewable energy; PID controller; Power (physics); Automatic frequency control; Electric power system; Engineering; Control engineering; Computer science; Control (management); Artificial intelligence; Electrical engineering; Physics; Temperature control","score_opus":0.008172966411581842,"score_gpt":0.2434233409951856,"score_spread":0.23525037458360376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412134260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17950547,0.0008365107,0.8106028,0.00027259943,0.00012672952,0.00005921447,0.000031135583,0.0012725672,0.007292996],"genre_scores_gemma":[0.9849716,0.000056507586,0.014315513,0.000030204767,0.000008848018,0.000016677712,0.000013140405,0.00001084084,0.00057674875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998049,0.00004361804,0.00001106943,0.000038308357,0.000064970365,0.00003710712],"domain_scores_gemma":[0.99961686,0.00016592913,0.000054518066,0.000037793932,0.00010219019,0.000022528975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008214442,0.0005143888,0.0004096551,0.00019136524,0.0001842847,0.0004715806,0.00048002624,0.0003944679,0.0008044288],"category_scores_gemma":[0.0014425972,0.00017713419,0.00020358416,0.00012359524,0.00033384387,0.00033890948,0.0004464311,0.0006380262,0.00013718304],"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":[0.00012690193,0.0001021309,0.0007798282,0.00006307783,0.000036303893,0.00005353499,0.00004234918,0.92236805,0.006805958,0.0016965483,0.00045790736,0.06746744],"study_design_scores_gemma":[0.000005864282,0.00003288226,0.00009590503,0.0000018956355,0.0000030234619,0.000005233773,0.0000013317812,0.998769,0.0008025337,0.00019388652,0.00008674673,0.0000017335097],"about_ca_topic_score_codex":0.0036750538,"about_ca_topic_score_gemma":0.0028326146,"teacher_disagreement_score":0.0036750538,"about_ca_system_score_codex":0.00040006777,"about_ca_system_score_gemma":0.00051559217,"threshold_uncertainty_score":0.007307291},"labels":[],"label_agreement":null},{"id":"W4412456679","doi":"10.1080/00207721.2025.2529490","title":"A robust end effector tracking controller formulation for robot manipulators actuated via brushless DC motors with uncertainties","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":0,"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 Waterloo","funders":"","keywords":"Control theory (sociology); DC motor; Control engineering; Robot manipulator; Robot end effector; Controller (irrigation); Tracking (education); Robot; Computer science; Robust control; Engineering; Artificial intelligence; Control (management); Control system; Psychology","score_opus":0.022974111578058738,"score_gpt":0.2615715141840794,"score_spread":0.2385974026060207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412456679","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010088313,0.00019829538,0.99723274,0.000028399232,0.00003491696,0.00003123844,0.000021082751,0.00008971468,0.0013548607],"genre_scores_gemma":[0.4790086,0.0018182645,0.5007365,0.00023200254,0.00032602577,0.0008866171,0.00040641404,0.00018128967,0.016404388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996613,0.000040977757,0.000022006852,0.00007038702,0.00018638035,0.00001892868],"domain_scores_gemma":[0.9997758,0.00006445736,0.00003744499,0.000022780278,0.000091748596,0.000007797447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000512504,0.0012162982,0.00057741354,0.00036706394,0.00023460531,0.00086142664,0.0011678683,0.0010874283,0.0022677656],"category_scores_gemma":[0.0006992239,0.00030214782,0.0006030357,0.0002705444,0.0004618946,0.0005324967,0.0005804581,0.0013147196,0.0006339931],"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":[0.00005232701,0.000053993917,0.0001253879,0.00049950095,0.000063780884,0.00035145422,0.00013208298,0.8300355,0.059461072,0.040092096,0.0019131666,0.06721971],"study_design_scores_gemma":[0.000013849166,0.00018848927,0.00010564742,0.00001847869,0.000012288817,0.00006081233,0.000009631116,0.98739153,0.0052570254,0.0028868464,0.0040392065,0.00001614204],"about_ca_topic_score_codex":0.0016268626,"about_ca_topic_score_gemma":0.0014697991,"teacher_disagreement_score":0.0022677656,"about_ca_system_score_codex":0.00041938754,"about_ca_system_score_gemma":0.000695779,"threshold_uncertainty_score":0.007586479},"labels":[],"label_agreement":null},{"id":"W4413469959","doi":"10.1080/00207721.2025.2529479","title":"Prescribed-time tracking control for nonlinear systems with linear time-varying state feedback","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Control theory (sociology); Controller (irrigation); Nonlinear system; Bounded function; Lyapunov function; Parametric statistics; Mathematics; Differentiable function; Nonlinear control; Computer science; Control (management)","score_opus":0.010596484968376809,"score_gpt":0.25301383218366724,"score_spread":0.24241734721529043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413469959","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02425743,0.00035943178,0.9729138,0.00006043395,0.000057654328,0.000026485211,0.0000118032085,0.00013463301,0.00217834],"genre_scores_gemma":[0.9741287,0.00035761998,0.02306695,0.000043468277,0.000031013104,0.000080419006,0.000042354,0.000015719914,0.0022337623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996798,0.00005797295,0.000022592834,0.000086203574,0.0001114869,0.000041881536],"domain_scores_gemma":[0.9995716,0.00014273071,0.00011702679,0.000041944953,0.000110601955,0.00001614427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380146,0.00073742226,0.00045940708,0.00023547189,0.00044470665,0.00066348107,0.0007075561,0.0006370701,0.0008014941],"category_scores_gemma":[0.0010753594,0.0001765085,0.00045735363,0.00033386934,0.0006035,0.00070006866,0.0005735584,0.00065306074,0.00012913832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002709976,0.00006838458,0.0012523587,0.0006630466,0.00007362836,0.00042789447,0.00057926896,0.78816694,0.06806503,0.03449933,0.0008258779,0.105107255],"study_design_scores_gemma":[0.000012276869,0.0001738103,0.00029390986,0.000014639051,0.000013904698,0.000051815918,0.00002664903,0.99067396,0.0048643146,0.0026794225,0.0011836184,0.000011667352],"about_ca_topic_score_codex":0.0031554052,"about_ca_topic_score_gemma":0.0020553353,"teacher_disagreement_score":0.0031554052,"about_ca_system_score_codex":0.0004895369,"about_ca_system_score_gemma":0.00069153885,"threshold_uncertainty_score":0.006274104},"labels":[],"label_agreement":null},{"id":"W4415781323","doi":"10.1080/00207721.2025.2580679","title":"Finite-time output impulsive synchronisation of complex dynamic networks with output coupling","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Coupling (piping); Synchronization (alternating current); Output feedback; Complex network; Class (philosophy)","score_opus":0.01154811739042459,"score_gpt":0.2605663586992515,"score_spread":0.2490182413088269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415781323","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08627118,0.00019196367,0.90883887,0.00006590254,0.00003184542,0.000018864963,0.000014919842,0.00011691285,0.0044496125],"genre_scores_gemma":[0.98806447,0.00009628085,0.010639923,0.000014258749,0.000008575707,0.00002597951,0.000013057575,0.000009482834,0.0011279174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998185,0.000044047778,0.000010382549,0.000049532275,0.000055488967,0.000022001645],"domain_scores_gemma":[0.99963236,0.00017273708,0.00009036231,0.00002934961,0.000055974153,0.000019155797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377666,0.00033136233,0.0002530251,0.00019387716,0.0002255492,0.0005007254,0.00036307052,0.0002836642,0.0008021011],"category_scores_gemma":[0.001001293,0.00010589547,0.0002519303,0.0001832589,0.00058917626,0.00041614746,0.00061725156,0.00042638485,0.00006487778],"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":[0.00020893493,0.000035540128,0.0009671821,0.00017258097,0.00006837518,0.00030873602,0.00031564813,0.8313364,0.04650814,0.07250736,0.000330601,0.04724061],"study_design_scores_gemma":[0.000007689162,0.000050941948,0.0002433405,0.0000057571865,0.000010421876,0.000028275615,0.000015714533,0.9896116,0.0043184264,0.005201932,0.0004995331,0.0000062893837],"about_ca_topic_score_codex":0.0011545869,"about_ca_topic_score_gemma":0.0009972155,"teacher_disagreement_score":0.0011545869,"about_ca_system_score_codex":0.0003826049,"about_ca_system_score_gemma":0.00021939499,"threshold_uncertainty_score":0.0027759671},"labels":[],"label_agreement":null},{"id":"W4416115953","doi":"10.1080/00207721.2025.2584617","title":"Development of look-up table like optimal H <sub>2</sub> robust analytical PID rules for unstable systems: theory and experimental investigation","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Control theory (sociology); Table (database); Development (topology); PID controller; Robustness (evolution); Robust control","score_opus":0.015737820838846388,"score_gpt":0.2555373233861064,"score_spread":0.23979950254726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416115953","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057760395,0.00054579787,0.9335392,0.000078263285,0.00006343432,0.00031991172,0.00007407911,0.001443461,0.006175388],"genre_scores_gemma":[0.5626292,0.00022057208,0.43539724,0.000036319416,0.000008672878,0.00014271999,0.000051635216,0.00006776513,0.0014459037],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995296,0.000083645646,0.000034384164,0.00009033717,0.00023425913,0.000027700768],"domain_scores_gemma":[0.9988092,0.00062601763,0.00014074762,0.00015035109,0.00025137802,0.000022287972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011194688,0.00045243057,0.0005329494,0.0003838847,0.00035026623,0.0011026039,0.0009118923,0.0006286944,0.002497438],"category_scores_gemma":[0.0030044543,0.00022945768,0.0002143377,0.00030694375,0.00037353774,0.00064405473,0.0003782719,0.0004816199,0.0005572373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074618147,0.0004051438,0.0012434182,0.0014277746,0.00006196613,0.00036068927,0.00063752657,0.205559,0.27304974,0.022481032,0.0020674604,0.49196002],"study_design_scores_gemma":[0.000073206495,0.00088886655,0.00074758613,0.00004730462,0.000032157095,0.00027486452,0.0001105152,0.8181712,0.16894002,0.0036078405,0.007057288,0.0000491502],"about_ca_topic_score_codex":0.00054166355,"about_ca_topic_score_gemma":0.000528361,"teacher_disagreement_score":0.002497438,"about_ca_system_score_codex":0.00029677397,"about_ca_system_score_gemma":0.00048610268,"threshold_uncertainty_score":0.008354723},"labels":[],"label_agreement":null},{"id":"W4416271757","doi":"10.1080/00207721.2025.2589464","title":"Position control of a bulk liquid metal droplet based on a two-harmonic oscillator model","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Fundamental Research Funds for the Central Universities; Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Position (finance); Liquid metal; Metal; Control theory (sociology); Control (management)","score_opus":0.006524515793203211,"score_gpt":0.2426154346803375,"score_spread":0.2360909188871343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416271757","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070724495,0.00049161824,0.916403,0.0002833351,0.00011596587,0.00009442589,0.00006933037,0.00029898738,0.011518803],"genre_scores_gemma":[0.96914744,0.00032075436,0.02406637,0.000045619672,0.000024135396,0.00012295085,0.000038665,0.00002308381,0.006210989],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998654,0.000017804688,0.000006336378,0.00004310064,0.000053215495,0.000014216527],"domain_scores_gemma":[0.9998945,0.000036731264,0.000025361265,0.000008973818,0.000026309597,0.000008029225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020229544,0.0004543642,0.0005678261,0.00018614002,0.0003202549,0.0006627615,0.0008731222,0.00076943263,0.0018135873],"category_scores_gemma":[0.00031858977,0.00023269503,0.00044604103,0.00017561928,0.0005501636,0.00046439673,0.00061152765,0.00047149786,0.00026603643],"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":[0.00013519518,0.00006587354,0.00066117453,0.00021840807,0.000042496773,0.0003483713,0.00021262554,0.871073,0.079702415,0.016622301,0.00064944394,0.030268729],"study_design_scores_gemma":[0.000008952519,0.00003819936,0.00006238839,0.000002511659,0.000004634254,0.000012196179,0.0000048766087,0.9982521,0.0010712759,0.00029093388,0.00024771382,0.0000042348433],"about_ca_topic_score_codex":0.0033495608,"about_ca_topic_score_gemma":0.0018787625,"teacher_disagreement_score":0.0033495608,"about_ca_system_score_codex":0.00041500095,"about_ca_system_score_gemma":0.0004956023,"threshold_uncertainty_score":0.0066601634},"labels":[],"label_agreement":null},{"id":"W4416437184","doi":"10.1080/00207721.2025.2584619","title":"High-gain observer-based output feedback control of electromagnetic deformable mirrors considering unknown dynamic coupling","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":0,"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 Guelph; Memorial University of Newfoundland","funders":"Alexander von Humboldt-Stiftung","keywords":"Control theory (sociology); Coupling (piping); Output feedback; Feedback control; Control (management); Control system","score_opus":0.008126252724415035,"score_gpt":0.22654941544325888,"score_spread":0.21842316271884385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416437184","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07350437,0.00021435172,0.92377687,0.00009136746,0.000071870694,0.000026551666,0.000011420165,0.0002666737,0.00203651],"genre_scores_gemma":[0.97882515,0.000086808526,0.019478532,0.000022711149,0.000011987776,0.000035959336,0.00001688369,0.000009877875,0.0015120904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979717,0.000034553443,0.000011895521,0.00004630226,0.000085183034,0.000024841813],"domain_scores_gemma":[0.9996517,0.00011251438,0.00008884888,0.000033876306,0.000096391865,0.000016579641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645709,0.00050600513,0.0004840557,0.0001491499,0.0002052367,0.00056473416,0.00066861947,0.00055647886,0.0006073586],"category_scores_gemma":[0.0007378141,0.00024999384,0.0003334081,0.00010517312,0.00049485674,0.00043773503,0.00059797935,0.0005849105,0.00011447191],"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":[0.00046253396,0.0001046938,0.001198044,0.00029333777,0.000088216446,0.00038904735,0.0003294316,0.7224097,0.18492684,0.007889994,0.0006527818,0.081255354],"study_design_scores_gemma":[0.000019495703,0.00009278466,0.00020857723,0.0000041180892,0.0000076213146,0.0000150522155,0.000007149464,0.9930884,0.006020106,0.00030118847,0.00023046741,0.000005045622],"about_ca_topic_score_codex":0.0024708456,"about_ca_topic_score_gemma":0.0021405495,"teacher_disagreement_score":0.0024708456,"about_ca_system_score_codex":0.00036915104,"about_ca_system_score_gemma":0.00040750223,"threshold_uncertainty_score":0.004912913},"labels":[],"label_agreement":null},{"id":"W4416529582","doi":"10.1080/00207721.2025.2589967","title":"Exponential stability of impulsive systems with complex delays: impulsive control and its application","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Stability (learning theory); Exponential stability; Control (management); Exponential function; Control system","score_opus":0.01145489628518011,"score_gpt":0.25753317586983987,"score_spread":0.24607827958465975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416529582","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02596494,0.0008827868,0.96908545,0.00016494036,0.000042266893,0.000013190062,0.000019716572,0.000045954504,0.003780722],"genre_scores_gemma":[0.96135867,0.0016354546,0.03415069,0.000048165413,0.00006921955,0.00004391399,0.000033342945,0.000021004036,0.0026396331],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99978,0.000051724444,0.0000151901595,0.00005748413,0.00007346921,0.00002220086],"domain_scores_gemma":[0.9992362,0.00048260836,0.00012180612,0.00003333712,0.00010246506,0.00002351463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006255091,0.00054277777,0.00036147132,0.00048202084,0.00022547331,0.000608469,0.00043000933,0.00054607866,0.0008697987],"category_scores_gemma":[0.0014969335,0.00018408448,0.00043200818,0.0003923465,0.0007965827,0.0006044907,0.00073215447,0.0009122586,0.00008686128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011706405,0.000037320337,0.00084698346,0.0002764293,0.000053272037,0.0003248754,0.00029873615,0.77141213,0.025651088,0.15368026,0.0004865007,0.046815265],"study_design_scores_gemma":[0.000004158474,0.00003650285,0.0001340501,0.00001117706,0.000008397113,0.000039830633,0.000021807142,0.9813183,0.002264805,0.015412124,0.00073930476,0.000009478667],"about_ca_topic_score_codex":0.0014283193,"about_ca_topic_score_gemma":0.0007265893,"teacher_disagreement_score":0.0014283193,"about_ca_system_score_codex":0.0005582679,"about_ca_system_score_gemma":0.0003137552,"threshold_uncertainty_score":0.004050553},"labels":[],"label_agreement":null},{"id":"W4417507764","doi":"10.1080/00207721.2025.2602076","title":"Approximate message passing algorithm for decentralised task assignment and scheduling","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Ministry of Science and ICT, South Korea; Gyeonggi-do Regional Research Center; National Research Foundation of Korea","keywords":"Scheduling (production processes); Message passing; Task (project management); Job shop scheduling; Fair-share scheduling; Rate-monotonic scheduling","score_opus":0.01732953082634017,"score_gpt":0.3076323307883267,"score_spread":0.29030279996198655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417507764","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004254182,0.00008785466,0.99440527,0.000058288988,0.000021686592,0.00003138963,0.000015569285,0.00033945806,0.00078633876],"genre_scores_gemma":[0.36741462,0.00026853292,0.62756026,0.00010104434,0.00006299646,0.00037518403,0.00019753074,0.00012396999,0.0038959407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991067,0.00030408512,0.000051385374,0.00016036328,0.00024166862,0.00013583273],"domain_scores_gemma":[0.999047,0.00038378398,0.00014215862,0.00018916496,0.00017116428,0.000066700944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014389305,0.0008941001,0.0012671008,0.000768152,0.00081786653,0.0009049187,0.0016939451,0.0008054099,0.002467793],"category_scores_gemma":[0.002916593,0.00041755053,0.0006661031,0.0010649008,0.00071222405,0.001342142,0.0011442755,0.0013217491,0.00062930794],"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":[0.00014511718,0.00004688518,0.00037684457,0.000073404255,0.000041040337,0.000044671557,0.0001208232,0.89628553,0.002404454,0.020994829,0.0017323447,0.07773395],"study_design_scores_gemma":[0.000022170963,0.000032720534,0.00006105863,0.0000034543243,0.000007418372,0.00001760455,0.000009960648,0.9911656,0.0005923584,0.006748276,0.0013343288,0.0000050773633],"about_ca_topic_score_codex":0.005609571,"about_ca_topic_score_gemma":0.005125095,"teacher_disagreement_score":0.005609571,"about_ca_system_score_codex":0.0009989472,"about_ca_system_score_gemma":0.0018953065,"threshold_uncertainty_score":0.011153817},"labels":[],"label_agreement":null}]}