{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1c4216cd811a","filters":{"venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans"}},"results":[{"id":"W2102720558","doi":"10.1109/tsmca.2007.902631","title":"A Novel Framework for Imputation of Missing Values in Databases","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":250,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Imputation (statistics); Computer science; Missing data; Data mining; Machine learning","authors":[{"name":"Alireza Farhangfar","is_ca":true},{"name":"Lukasz Kurgan","is_ca":true},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.112459478147945,"gpt":0.3843434643980513,"spread":0.2718839862501063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03481632,0.001743562,0.003578117,0.003817525,0.001663,0.005038191,0.008950355,0.003804059,0.00270811],"category_scores_gemma":[0.05284298,0.001767661,0.004798837,0.00748033,0.002900829,0.005708248,0.005920948,0.006057364,0.001581333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879305,"about_ca_system_score_gemma":0.005159907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431551,"about_ca_topic_score_gemma":0.003747884,"domain_scores_codex":[0.9714612,0.01896527,0.001444766,0.002908681,0.004522231,0.0006977536],"domain_scores_gemma":[0.9693247,0.02117826,0.001934026,0.003972304,0.00295972,0.0006309581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001280688,0.00009813849,0.001748538,0.000592289,0.0005328715,0.0004334393,0.0004452646,0.165477,0.0008132108,0.6942994,0.008686902,0.1267448],"study_design_scores_gemma":[0.00007274931,0.0001153428,0.000456273,0.0001598163,0.000125201,0.0004725505,0.00006207156,0.5084096,0.0005305226,0.4723631,0.01715851,0.00007418685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001388791,0.0001590929,0.9992507,0.0001638646,0.00002907014,0.00002075229,0.00004924794,0.00004785193,0.0001405793],"genre_scores_gemma":[0.02228689,0.0009805412,0.9737959,0.000386543,0.0004056333,0.0005107899,0.0004805159,0.00006557256,0.001087553],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03481632,"threshold_uncertainty_score":0.1841285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312142720","doi":"10.1109/tsmca.2004.826282","title":"Preference Uncertainty in the Graph Model for Conflict Resolution","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Preference; Decision maker; Conflict resolution; Graph; Stability (learning theory); Computer science; Mathematics; Mathematical economics; Artificial intelligence; Theoretical computer science; Machine learning; Operations research; Statistics; Sociology","authors":[{"name":"Kevin Li","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"D. Marc Kilgour","is_ca":true},{"name":"Liping Fang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1832036502582667,"gpt":0.3408655899617886,"spread":0.1576619397035219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00390438,0.001706225,0.001361441,0.001862745,0.001164468,0.00344349,0.003081078,0.00233168,0.007102465],"category_scores_gemma":[0.009219543,0.0006177329,0.002110518,0.00347336,0.002901556,0.006736217,0.002175054,0.003338966,0.001450699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940639,"about_ca_system_score_gemma":0.002097088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447055,"about_ca_topic_score_gemma":0.00416517,"domain_scores_codex":[0.9955336,0.002693931,0.0002018546,0.000588565,0.0007574272,0.0002246032],"domain_scores_gemma":[0.9960634,0.002792573,0.0003042647,0.0003204971,0.0003693988,0.0001499013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003068652,0.00001832778,0.0001319293,0.00007678705,0.00003380027,0.00009307516,0.0001743833,0.1226605,0.000254739,0.8617961,0.00144993,0.0132798],"study_design_scores_gemma":[0.00001967839,0.00001954634,0.00004109061,0.0000205877,0.00001539231,0.00005181253,0.00004071927,0.2422817,0.0001234169,0.7527818,0.004582286,0.00002199881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0026856,0.0002659806,0.989189,0.0005638779,0.0000583494,0.00005780649,0.0001434134,0.00007360483,0.006962292],"genre_scores_gemma":[0.3466132,0.001690658,0.6380647,0.0005916778,0.0002648282,0.0009805298,0.0006808732,0.0001662588,0.01094733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007102465,"threshold_uncertainty_score":0.02376008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120233046","doi":"10.1109/tsmca.2005.850596","title":"Autonomous Spherical Mobile Robot for Child-Development Studies","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Motion (physics); Human–computer interaction; Robot; Computer science; Process (computing); Identification (biology); Mobile robot; Artificial intelligence; Psychology","authors":[{"name":"François Michaud","is_ca":true},{"name":"J.-F. Laplante","is_ca":true},{"name":"Hélène Larouche","is_ca":true},{"name":"Audrey Duquette","is_ca":true},{"name":"S. Caron","is_ca":true},{"name":"Dominic Létourneau","is_ca":true},{"name":"Patrice Masson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0577884167011545,"gpt":0.3419834707287949,"spread":0.2841950540276403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008821506,0.0004272191,0.0002694154,0.0004164308,0.0003868983,0.0004002627,0.0005138301,0.0003887587,0.004717868],"category_scores_gemma":[0.001506891,0.0001500875,0.0001913214,0.0002638383,0.0006710757,0.0005875231,0.000750551,0.0003759932,0.0006281416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118062,"about_ca_system_score_gemma":0.0007131025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345345,"about_ca_topic_score_gemma":0.002237419,"domain_scores_codex":[0.9994445,0.0003495927,0.00001717544,0.00005236421,0.0001030396,0.00003328209],"domain_scores_gemma":[0.999437,0.000270949,0.00005571628,0.00006329452,0.0001123279,0.00006057198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007130518,0.001375016,0.02318433,0.002876346,0.00004793436,0.004026816,0.01644343,0.0104009,0.1869446,0.1243028,0.01700806,0.6126767],"study_design_scores_gemma":[0.0002749015,0.008950964,0.05562181,0.001024563,0.0001039861,0.007739392,0.01921977,0.04159733,0.1120139,0.03007521,0.7231686,0.0002096632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4908058,0.005435481,0.4205408,0.001764084,0.0002369366,0.001524493,0.0007034844,0.00137127,0.0776176],"genre_scores_gemma":[0.6617287,0.002846244,0.3192164,0.0001940617,0.00002564722,0.001886187,0.0004167359,0.0001268983,0.0135592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004717868,"threshold_uncertainty_score":0.01578277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102019950","doi":"10.1109/tsmca.2005.851140","title":"A New Heuristic for Solving the Multichoice Multidimensional Knapsack Problem","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Knapsack problem; Continuous knapsack problem; Heuristic; Mathematical optimization; Mathematics; Change-making problem; Relaxation (psychology); Series (stratigraphy); Function (biology); Cutting stock problem; Linear programming; Value (mathematics); Computer science; Applied mathematics; Algorithm; Optimization problem; Statistics","authors":[{"name":"R. Parra-Hernandez","is_ca":true},{"name":"N.J. Dimopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0191187641396252,"gpt":0.2262011737155466,"spread":0.2070824095759214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007160304,0.0009808331,0.001258508,0.001374011,0.0007601369,0.001084295,0.001548857,0.001158173,0.002823632],"category_scores_gemma":[0.001642203,0.0005101077,0.0009484599,0.001381724,0.0005728187,0.001527515,0.00104902,0.001352608,0.0006483244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000627563,"about_ca_system_score_gemma":0.001291418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063063,"about_ca_topic_score_gemma":0.003077913,"domain_scores_codex":[0.9991048,0.0002091081,0.0000480562,0.0001059955,0.0003993224,0.0001326773],"domain_scores_gemma":[0.9993413,0.000248313,0.00009869715,0.0001078376,0.0001504632,0.00005342072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001485887,0.0002665435,0.0005684992,0.0004763611,0.0001165776,0.0003333081,0.0001567431,0.6446295,0.006841354,0.03757748,0.008133138,0.3007519],"study_design_scores_gemma":[0.00007256122,0.000157018,0.000190351,0.00005173096,0.00003490259,0.0003075884,0.00006574956,0.9706174,0.004082175,0.009838227,0.01453899,0.00004341853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007255167,0.0007992729,0.987308,0.00009753103,0.0001787107,0.0001145604,0.00004498387,0.0002725846,0.00392927],"genre_scores_gemma":[0.08146801,0.0007532184,0.9138815,0.0001318751,0.00008933296,0.0002763267,0.0001841597,0.0000955435,0.003120039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002823632,"threshold_uncertainty_score":0.009445965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154872030","doi":"10.1109/3468.844351","title":"Robotic interception of moving objects using an augmented ideal proportional navigation guidance technique","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Guidance and Control Systems","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Interception; Computer vision; GRASP; Computer science; Artificial intelligence; Kinematics; Robot; Missile; Proportional navigation; Trajectory; Object (grammar); Tracking (education); Simulation; Engineering; Aerospace engineering","authors":[{"name":"Mehran Mehrandezh","is_ca":true},{"name":"N.M. Sela","is_ca":false},{"name":"R. G. Fenton","is_ca":true},{"name":"B. Benhabib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01934154238650668,"gpt":0.2370564322971082,"spread":0.2177148899106015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001953444,0.0003723311,0.000301702,0.0002337597,0.0003422779,0.0004397299,0.0005996365,0.0003274042,0.00113405],"category_scores_gemma":[0.0003301656,0.0002065473,0.0002986686,0.000178246,0.0004626477,0.0007335938,0.0006967398,0.0004256664,0.000245615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829296,"about_ca_system_score_gemma":0.0004727393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105276,"about_ca_topic_score_gemma":0.001241834,"domain_scores_codex":[0.9998701,0.00001867364,0.000005987644,0.00002329524,0.00006991583,0.00001203227],"domain_scores_gemma":[0.9999195,0.00002190943,0.00001672889,0.0000186137,0.00001510361,0.000008077666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002467672,0.0001218171,0.0008122493,0.0002682141,0.00007466082,0.0006585094,0.0005891089,0.4163848,0.1466999,0.09041015,0.00234532,0.3413884],"study_design_scores_gemma":[0.00003205553,0.0002381448,0.0002449045,0.00001094938,0.00002150035,0.0003307115,0.00003029731,0.9729811,0.01309204,0.005311617,0.00768314,0.00002349493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0123048,0.00009890831,0.98383,0.00003910577,0.00003336069,0.00002394421,0.000006794831,0.0003235491,0.003339464],"genre_scores_gemma":[0.5790923,0.0003041101,0.4106205,0.0000607401,0.00003280056,0.0001079073,0.000044945,0.00003756842,0.009699203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00113405,"threshold_uncertainty_score":0.003793716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2303402080","doi":"10.1109/tsmca.2010.2089511","title":"An Efficient Rule-Based Constructive Heuristic to Solve Dynamic Weapon-Target Assignment Problem","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta","keywords":"Heuristic; Computer science; Mathematical optimization; Computation; Monte Carlo method; Weapon target assignment problem; Constructive; Process (computing); Domain (mathematical analysis); Function (biology); Optimization problem; Algorithm; Artificial intelligence; Mathematics; Generalized assignment problem","authors":[{"name":"Bin Xin","is_ca":false},{"name":"Jie Chen","is_ca":false},{"name":"Zhihong Peng","is_ca":false},{"name":"Lihua Dou","is_ca":false},{"name":"Juan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006151736174587952,"gpt":0.2078694357718172,"spread":0.2017176995972293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268095,0.001040781,0.001664831,0.001234065,0.0005660559,0.0008757531,0.001807834,0.001386851,0.003122324],"category_scores_gemma":[0.003143165,0.0006042249,0.000957433,0.001073591,0.0008141835,0.001072825,0.0009474953,0.001167418,0.0006245465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006555329,"about_ca_system_score_gemma":0.002330617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241813,"about_ca_topic_score_gemma":0.002958679,"domain_scores_codex":[0.9990056,0.0003545924,0.00005315665,0.0001622714,0.0002881289,0.000136349],"domain_scores_gemma":[0.9983676,0.001095008,0.0001100368,0.0001113328,0.0002449083,0.00007106475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007149005,0.0001662688,0.0004354355,0.0001608738,0.00004754894,0.0001466867,0.00005709764,0.8862261,0.001905846,0.01132105,0.001961243,0.09750041],"study_design_scores_gemma":[0.00004565872,0.00004244281,0.00005827689,0.00001224393,0.00001480076,0.00004786773,0.00001483293,0.9940073,0.0007172153,0.003977062,0.001053866,0.000008366496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009498916,0.0002257612,0.9856929,0.0001051883,0.00004246095,0.0001772327,0.00004964501,0.0003494464,0.003858509],"genre_scores_gemma":[0.2176671,0.0002994285,0.7792705,0.0001834034,0.00004350823,0.0004722729,0.0002665929,0.00009691981,0.001700148],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003241813,"threshold_uncertainty_score":0.01044524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042145470","doi":"10.1109/tsmca.2011.2159587","title":"Efficient Role Transfer Based on Kuhn–Munkres Algorithm","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Computer science; Algorithm; Mathematical optimization; Transfer (computing); Efficient algorithm; Mathematics; Parallel computing","authors":[{"name":"Haibin Zhu","is_ca":true},{"name":"MengChu Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043576821450047,"gpt":0.2062182806217014,"spread":0.1857825124072009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014126,0.0008237138,0.001733077,0.00114386,0.00132697,0.001429291,0.002445883,0.001620365,0.006791893],"category_scores_gemma":[0.003295647,0.0003945653,0.0008212336,0.001519366,0.001100149,0.004157924,0.00237725,0.001404631,0.001817687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914193,"about_ca_system_score_gemma":0.002058753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740087,"about_ca_topic_score_gemma":0.001506939,"domain_scores_codex":[0.9985325,0.0005039907,0.00007315054,0.0002849819,0.0003338808,0.0002713668],"domain_scores_gemma":[0.9989468,0.0004242846,0.0001023998,0.0002681915,0.0001738312,0.00008440808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004398791,0.0005063996,0.0006997091,0.0002537431,0.00006653804,0.0001831243,0.0004135812,0.3789392,0.007220542,0.1539751,0.009235123,0.448067],"study_design_scores_gemma":[0.00008801877,0.0001264204,0.0001502747,0.00001611993,0.00001946095,0.0001554816,0.0001555638,0.91847,0.004512885,0.07138469,0.004892234,0.00002887534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02280447,0.0002175374,0.9704775,0.0001901556,0.00003783368,0.0001239866,0.0000373225,0.0008618414,0.005249319],"genre_scores_gemma":[0.3508953,0.0002431461,0.6401044,0.000104708,0.00003340899,0.000321165,0.0001906489,0.000174289,0.007932928],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006791893,"threshold_uncertainty_score":0.02272111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165485672","doi":"10.1109/tsmca.2010.2052602","title":"Improving Mouse Dynamics Biometric Performance Using Variance Reduction via Extractors With Separate Features","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Biometrics; Computer science; Merge (version control); Pattern recognition (psychology); Artificial intelligence; Data mining; Multivariate statistics; Variance (accounting); Fuzzy logic; Machine learning; Information retrieval","authors":[{"name":"Youssef Nakkabi","is_ca":true},{"name":"Issa Traoré","is_ca":true},{"name":"Ahmed Awad E. Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01451426619953359,"gpt":0.2263002138601213,"spread":0.2117859476605877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599132,0.001211017,0.001247126,0.0009958636,0.0002969489,0.0008292086,0.0007219858,0.0007881273,0.001173145],"category_scores_gemma":[0.003979625,0.0004386694,0.001047765,0.0008203905,0.0003514957,0.001232562,0.001000846,0.0009147256,0.00150799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648644,"about_ca_system_score_gemma":0.0004007576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000770838,"about_ca_topic_score_gemma":0.001234885,"domain_scores_codex":[0.998556,0.0002735974,0.00007827401,0.000268582,0.0007169006,0.0001066508],"domain_scores_gemma":[0.9984133,0.0007177627,0.0001893266,0.0002384266,0.0004105022,0.00003062292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005345982,0.0002139079,0.003575668,0.0001390686,0.0001187166,0.00008888617,0.0001207558,0.01172081,0.318992,0.001268835,0.001150623,0.6620761],"study_design_scores_gemma":[0.00007453084,0.0009158288,0.01824441,0.00004341996,0.0002320481,0.0009061337,0.00005948507,0.5936488,0.3793571,0.001563916,0.004788565,0.0001658155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05907757,0.0003109749,0.9374073,0.0000806364,0.00003866177,0.00006088479,0.00007586309,0.002272807,0.0006753507],"genre_scores_gemma":[0.4341334,0.0004542742,0.5620026,0.0001111323,0.00007209335,0.0001196384,0.000413192,0.0002264508,0.002467242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001599132,"threshold_uncertainty_score":0.008457124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294778980","doi":"10.1109/tsmca.2005.843381","title":"Granular Mappings","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Granulation; Granular computing; Cluster analysis; Representation (politics); Set (abstract data type); Fuzzy set; Fuzzy logic; Computer science; Granular material; Mathematics; Data mining; Expression (computer science); Algorithm; Rough set; Artificial intelligence; Physics","authors":[{"name":"A Bargiela","is_ca":false},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02246933669898328,"gpt":0.2235627118005636,"spread":0.2010933751015803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002579744,0.0009001032,0.001195694,0.003510502,0.001264177,0.007618199,0.001436745,0.00145424,0.006875431],"category_scores_gemma":[0.01204159,0.0005277691,0.001704571,0.004159219,0.003552801,0.00757737,0.003907636,0.001934293,0.001446841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728676,"about_ca_system_score_gemma":0.0009444314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139091,"about_ca_topic_score_gemma":0.0007227582,"domain_scores_codex":[0.9966472,0.0008758703,0.0004333099,0.0007848673,0.001021335,0.0002374861],"domain_scores_gemma":[0.9961282,0.001482035,0.0003846047,0.001252336,0.0005734125,0.0001794004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006162226,0.00002874485,0.000619453,0.0002801434,0.00006768069,0.0002680916,0.0004658794,0.01276406,0.001759772,0.9105454,0.003643932,0.06949517],"study_design_scores_gemma":[0.00002264452,0.00005800464,0.0008569428,0.0001790211,0.00005304845,0.0004848131,0.0004621022,0.03750644,0.002032495,0.8861133,0.07218146,0.00004965982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01288214,0.002236839,0.9414024,0.001159774,0.0004515909,0.0003470249,0.0007450219,0.0006347352,0.04014039],"genre_scores_gemma":[0.3341065,0.003940301,0.6376607,0.0008683551,0.0004804072,0.001096308,0.001366056,0.0002951602,0.02018621],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007618199,"threshold_uncertainty_score":0.0230006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107507410","doi":"10.1109/tsmca.2009.2013188","title":"Determination and Management of Cable Interferences Between Two 6-DOF Foot Platforms in a Cable-Driven Locomotion Interface","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Workspace; Interface (matter); Process (computing); Classification of discontinuities; Computer science; Actuator; Interference (communication); Simulation; Trajectory; Wrench; Control engineering; Engineering; Control theory (sociology); Robot; Control (management); Mechanical engineering; Channel (broadcasting); Computer network; Artificial intelligence","authors":[{"name":"Martin J.-D. Otis","is_ca":true},{"name":"Simon Perreault","is_ca":true},{"name":"Thien-Ly Nguyen-Dang","is_ca":true},{"name":"Patrice Lambert","is_ca":true},{"name":"Marc Gouttefarde","is_ca":true},{"name":"Denis Laurendeau","is_ca":true},{"name":"Clément Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02252232780503999,"gpt":0.2452725301156271,"spread":0.2227502023105871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004758734,0.0003910596,0.0003259926,0.0002432832,0.0003971673,0.0004895887,0.0008002087,0.000446415,0.0008597636],"category_scores_gemma":[0.002212486,0.0003258108,0.0002499967,0.0001639005,0.0004904547,0.0005752213,0.001008197,0.0004439392,0.0001131352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830883,"about_ca_system_score_gemma":0.0005444101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161781,"about_ca_topic_score_gemma":0.001459909,"domain_scores_codex":[0.9997508,0.00005485082,0.00001550994,0.00003974693,0.0001015676,0.00003756588],"domain_scores_gemma":[0.9990318,0.0005086363,0.0001927992,0.00009846449,0.0001005109,0.0000678227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003040942,0.0001219665,0.003926883,0.00008966875,0.00002616889,0.0002992792,0.0004025671,0.8570611,0.05141755,0.006566563,0.0002263956,0.07955784],"study_design_scores_gemma":[0.00002285347,0.0001483868,0.000581638,0.000007056109,0.000007954928,0.00006606497,0.00006106079,0.9870812,0.01061439,0.001028343,0.0003709132,0.0000101158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2509804,0.00002865708,0.7473163,0.00004724574,0.000006978834,0.00004782732,0.00001136902,0.0002829269,0.001278239],"genre_scores_gemma":[0.858941,0.0000297191,0.1403269,0.00001108399,0.000003049763,0.00003967252,0.00002288996,0.00002563046,0.0006000919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001161781,"threshold_uncertainty_score":0.002876222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064426717","doi":"10.1109/tsmca.2007.902629","title":"Multiple-Criteria Sorting Using Case-Based Distance Models With an Application in Water Resources Management","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Sorting; Multiple-criteria decision analysis; Set (abstract data type); Computer science; Sorting algorithm; Preference; Mathematical optimization; Euclidean distance; Operations research; Mathematics; Data mining; Artificial intelligence; Statistics; Algorithm","authors":[{"name":"Ye Chen","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"D. Marc Kilgour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140304295147546,"gpt":0.3519835730918985,"spread":0.2379531435771439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003912097,0.001540005,0.001449534,0.002815393,0.001492005,0.002620039,0.002362859,0.002000342,0.005053871],"category_scores_gemma":[0.01049277,0.0006225327,0.002159138,0.006061577,0.001507879,0.002994202,0.001763326,0.002194721,0.0005253615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004190693,"about_ca_system_score_gemma":0.00289581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272548,"about_ca_topic_score_gemma":0.01211115,"domain_scores_codex":[0.9965264,0.001885701,0.0002037408,0.0002696529,0.0009326958,0.0001817952],"domain_scores_gemma":[0.9952838,0.003257108,0.0003777535,0.0002028369,0.0007202326,0.0001583296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000027206,0.0001275833,0.000677067,0.0001210288,0.00006506241,0.0001692127,0.0002476692,0.7464331,0.0003283216,0.2060403,0.001253076,0.04451025],"study_design_scores_gemma":[0.0000152334,0.00004881853,0.0001261828,0.00003303324,0.00001411855,0.00004997103,0.00007602672,0.9274977,0.0001883299,0.06867491,0.003249797,0.0000258874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005822567,0.0003169392,0.9885855,0.0002972437,0.00004341017,0.0002156328,0.0000658879,0.00006344674,0.004589289],"genre_scores_gemma":[0.1867188,0.001086224,0.8061096,0.000114372,0.00004806944,0.001020837,0.0002313814,0.00004530959,0.004625413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01272548,"threshold_uncertainty_score":0.03040576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088199355","doi":"10.1109/tsmca.2011.2147307","title":"A New Fractional Random Wavelet Transform for Fingerprint Security","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Wavelet transform; Harmonic wavelet transform; Second-generation wavelet transform; Stationary wavelet transform; Discrete wavelet transform; Constant Q transform; Fractional Fourier transform; S transform; Wavelet packet decomposition; Computer science; Wavelet; Lifting scheme; Pattern recognition (psychology); Artificial intelligence; Top-hat transform; Algorithm; Mathematics; Image processing; Image (mathematics); Fourier transform; Digital image processing; Mathematical analysis; Fourier analysis","authors":[{"name":"Gaurav Bhatnagar","is_ca":true},{"name":"Q. M. Jonathan Wu","is_ca":true},{"name":"Balasubramanian Raman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04143038396407338,"gpt":0.2445242174520895,"spread":0.2030938334880162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005449781,0.0004593274,0.0004904054,0.0007597082,0.0003030286,0.0008418097,0.0005082297,0.0009688715,0.002372613],"category_scores_gemma":[0.001130609,0.0001617215,0.0004796381,0.000937852,0.0006353462,0.001768828,0.0005781121,0.001035089,0.0008256713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912601,"about_ca_system_score_gemma":0.0003217192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815027,"about_ca_topic_score_gemma":0.0001810499,"domain_scores_codex":[0.9996166,0.00007300306,0.00002215551,0.00008209441,0.0001741011,0.00003193354],"domain_scores_gemma":[0.9997814,0.00007080159,0.0000277244,0.00004937937,0.00005313095,0.00001753398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000422307,0.00008012492,0.0004441892,0.0003318675,0.00005262168,0.0006850204,0.0001238695,0.0264602,0.1782523,0.2771504,0.005811611,0.5101855],"study_design_scores_gemma":[0.00008780809,0.0004874765,0.001173222,0.0001003724,0.0001071545,0.003069772,0.0000950858,0.7263473,0.08686215,0.0770129,0.1045391,0.0001176235],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007283824,0.001441068,0.9869156,0.0003086283,0.0003332041,0.00002868403,0.00004896304,0.000205246,0.003434906],"genre_scores_gemma":[0.2529308,0.004178719,0.7315502,0.0004108897,0.0007049402,0.0000947032,0.0002133467,0.0001169833,0.009799552],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002372613,"threshold_uncertainty_score":0.007937193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156229246","doi":"10.1109/tsmca.2008.918591","title":"A Framework for Coordinated Control of Multiagent Systems and Its Applications","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Workspace; Distributed computing; Computer science; Multi-agent system; Layer (electronics); Decentralised system; Process (computing); Hybrid system; Robot; Control engineering; Overhead (engineering); Control (management); Engineering; Artificial intelligence","authors":[{"name":"H. Li","is_ca":true},{"name":"Otman Basir","is_ca":true},{"name":"Insop Song","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0366523621435574,"gpt":0.2586116692516389,"spread":0.2219593071080815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003255424,0.001561757,0.00151705,0.001386531,0.001200849,0.002699592,0.004144517,0.002219204,0.003115958],"category_scores_gemma":[0.003120936,0.0007687144,0.001924966,0.001796815,0.00289532,0.002466771,0.002931396,0.003431482,0.0008908441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020911,"about_ca_system_score_gemma":0.002493806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005963053,"about_ca_topic_score_gemma":0.003344475,"domain_scores_codex":[0.9972603,0.001077168,0.0002263009,0.0003953316,0.0008734813,0.0001673395],"domain_scores_gemma":[0.9989156,0.0004136277,0.0001146884,0.0002325726,0.0002328651,0.00009063052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000147619,0.00002254379,0.0001068891,0.0002344753,0.00005925626,0.0002011791,0.0001895067,0.08426967,0.001119822,0.8806689,0.003481498,0.02963159],"study_design_scores_gemma":[0.00005910573,0.00009188506,0.0001632279,0.0002324753,0.00005596871,0.0002287474,0.0001013889,0.4883961,0.001006766,0.4112429,0.0983659,0.00005559378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002950057,0.001445667,0.9940814,0.0003073578,0.0001181464,0.00007476254,0.00003072699,0.0002061476,0.003440843],"genre_scores_gemma":[0.09601607,0.004451019,0.8935947,0.0003751433,0.0006209138,0.001199883,0.0002423142,0.0001274772,0.003372383],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005963053,"threshold_uncertainty_score":0.01721656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140776227","doi":"10.1109/tsmca.2003.817387","title":"Coordinated execution of tasks in a multiagent environment","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Petri net; Computer science; Plan (archaeology); Event (particle physics); Distributed computing; Control (management); State (computer science); Robot; Supervisory control; Multi-agent system; Controller (irrigation); Event calculus; Process architecture; Unexpected events; Software engineering; Artificial intelligence; Programming language; Systems engineering; Engineering","authors":[{"name":"Jamie King","is_ca":true},{"name":"Raymond Pretty","is_ca":true},{"name":"Raymond G. Gosine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02691272566390035,"gpt":0.2308148268031147,"spread":0.2039021011392143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009215025,0.0007534799,0.0004150115,0.0005392958,0.0006641061,0.001488938,0.00123837,0.0007063427,0.002088145],"category_scores_gemma":[0.001498836,0.0003919403,0.0005687407,0.0004923121,0.0008932264,0.001416085,0.001959395,0.0006743887,0.00049163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006029136,"about_ca_system_score_gemma":0.001167979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177211,"about_ca_topic_score_gemma":0.00268694,"domain_scores_codex":[0.9990979,0.0003199379,0.00007049005,0.000184593,0.0002307322,0.00009631697],"domain_scores_gemma":[0.9993293,0.0002794947,0.00007985313,0.0001405881,0.00006599011,0.0001047454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004591182,0.0002698429,0.001541828,0.000316353,0.0001872558,0.001698917,0.001111962,0.6537387,0.03738266,0.1573639,0.002659027,0.1432705],"study_design_scores_gemma":[0.0001123352,0.000227593,0.0006825481,0.00005663022,0.0000626126,0.0001795955,0.0001798411,0.8558538,0.01195438,0.100203,0.03043801,0.0000497255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03339367,0.0004638626,0.95617,0.0002395898,0.00008813539,0.0001499111,0.00004396349,0.0007759581,0.008674917],"genre_scores_gemma":[0.5244802,0.0006315162,0.4653965,0.0001043851,0.00006041129,0.0004184727,0.000191486,0.0001426924,0.008574376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002177211,"threshold_uncertainty_score":0.006985605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132665835","doi":"10.1109/tsmca.2003.817050","title":"Fuzzy compromise programming for group decision making","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Institute for Catastrophic Loss Reduction","keywords":"Compromise; Group decision-making; Fuzzy logic; Computer science; Artificial intelligence; Machine learning; Management science; Operations research; Mathematics; Psychology; Engineering; Social psychology","authors":[{"name":"Predrag Prodanovic","is_ca":true},{"name":"Slobodan P. Simonović","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1142543872834285,"gpt":0.3654225071888855,"spread":0.251168119905457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00651248,0.002030493,0.002315581,0.001543452,0.001174006,0.002783914,0.001785957,0.002781084,0.004401247],"category_scores_gemma":[0.007879815,0.0007208964,0.00148709,0.002898105,0.002223077,0.002158486,0.002673615,0.003455756,0.0008575941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700936,"about_ca_system_score_gemma":0.002117302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261009,"about_ca_topic_score_gemma":0.001758991,"domain_scores_codex":[0.9954636,0.002796433,0.0001529441,0.0003653738,0.001006239,0.0002154518],"domain_scores_gemma":[0.9970348,0.002383671,0.0001491346,0.00007055902,0.0002825188,0.00007935079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005454733,0.00005018277,0.0001205004,0.0002532036,0.00009209432,0.0001256827,0.0002857362,0.7387198,0.0005913593,0.2184332,0.001677858,0.03959581],"study_design_scores_gemma":[0.00001750753,0.00003959764,0.00003228394,0.00004753136,0.00001536329,0.00002512224,0.00003565901,0.8526982,0.0002235014,0.1435042,0.003345914,0.00001498275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001346049,0.0008238774,0.9931631,0.0002375624,0.00004149879,0.00004886992,0.00001885209,0.00004075054,0.004279526],"genre_scores_gemma":[0.2279769,0.002738891,0.75959,0.0002550606,0.0002160497,0.001172615,0.0001574434,0.0001093542,0.007783609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00651248,"threshold_uncertainty_score":0.03444171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114717015","doi":"10.1109/tsmca.2003.817393","title":"An internet-based distributed multiple-telerobot system","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Telerobotics; The Internet; Robot; Robotics; Engineering; Variety (cybernetics); Teleoperation; Computer science; Embedded system; Artificial intelligence; World Wide Web; Mobile robot","authors":[{"name":"Xiaogang Wang","is_ca":true},{"name":"Mehrdad Moallem","is_ca":true},{"name":"Rajni V. Patel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01934080973088083,"gpt":0.2154423684577352,"spread":0.1961015587268544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003917015,0.0003710399,0.0004686451,0.0003395288,0.0006499051,0.0007308529,0.001134046,0.0007948856,0.006028405],"category_scores_gemma":[0.0005377959,0.0001698917,0.0001990964,0.0003393363,0.0004500965,0.00108604,0.001122823,0.0006233987,0.001401089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198028,"about_ca_system_score_gemma":0.0005294961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008183452,"about_ca_topic_score_gemma":0.0007542648,"domain_scores_codex":[0.9996395,0.00009054419,0.00002063671,0.00008391628,0.0001377093,0.00002763789],"domain_scores_gemma":[0.9996203,0.00007885144,0.00003236464,0.00009276512,0.00009533104,0.00008024417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00195189,0.002345583,0.005148119,0.0005797752,0.0001789831,0.002591255,0.001229105,0.09801801,0.2416242,0.03339187,0.030454,0.5824873],"study_design_scores_gemma":[0.001233695,0.003138726,0.004374722,0.00009370429,0.0002362459,0.00205491,0.0002991012,0.770064,0.08978266,0.009617646,0.11892,0.0001846338],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1737347,0.0005599465,0.7780493,0.001022013,0.0002948417,0.0006679873,0.0002528194,0.01491931,0.03049904],"genre_scores_gemma":[0.8156408,0.0002837448,0.1694776,0.0002880621,0.00009254202,0.0004953248,0.0003092418,0.0001206734,0.01329198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006028405,"threshold_uncertainty_score":0.02016705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159448990","doi":"10.1109/tsmca.2003.811772","title":"Approximation properties of fuzzy systems for smooth functions and their first-order derivative","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of British Columbia; Université de Tunis; University of Waterloo; Lakehead University","keywords":"Mathematics; Fuzzy logic; Algebra over a field; Membership function; Discretization; Fuzzy number; Applied mathematics; Pure mathematics; Discrete mathematics; Fuzzy control system; Fuzzy set; Computer science; Mathematical analysis; Artificial intelligence","authors":[{"name":"Roua Ben Hassine","is_ca":false},{"name":"Fakhri Karray","is_ca":true},{"name":"Adel M. Alimi","is_ca":false},{"name":"Mohamed Selmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013540649323146,"gpt":0.2068766817482823,"spread":0.1767412752550508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873157,0.0006390282,0.000963831,0.0009163761,0.0006706473,0.00206649,0.0007388861,0.001183329,0.001531707],"category_scores_gemma":[0.007170164,0.000379179,0.001237322,0.0005480719,0.002009837,0.001881396,0.0009276867,0.001584759,0.000260424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221095,"about_ca_system_score_gemma":0.0006186356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901992,"about_ca_topic_score_gemma":0.001191101,"domain_scores_codex":[0.9990429,0.00020069,0.00005249524,0.000157214,0.0004406886,0.0001059781],"domain_scores_gemma":[0.9978532,0.001300371,0.0002947304,0.0001587524,0.000328463,0.00006442015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001425021,0.00003513385,0.001120161,0.0002605743,0.00009422043,0.0004330805,0.001158137,0.3229862,0.01613979,0.6262575,0.0004833123,0.03088929],"study_design_scores_gemma":[0.00001249691,0.00007761523,0.0004937433,0.00002782326,0.00002686117,0.0001624678,0.00006933737,0.8674442,0.002130856,0.1284378,0.001093365,0.000023357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08776484,0.001839617,0.9016222,0.0003510331,0.00006961436,0.00003019258,0.0000363594,0.0001598342,0.008126273],"genre_scores_gemma":[0.9609231,0.001036372,0.03484365,0.00005190697,0.00004903348,0.00003990852,0.00004169688,0.00003345215,0.00298085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002901992,"threshold_uncertainty_score":0.009906292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098186260","doi":"10.1109/tsmca.2006.886333","title":"Selective Regional Correlation for Pattern Recognition","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Classifier (UML); Pattern recognition (psychology); Correlation; Artificial intelligence; Wavelet transform; Computer science; Fast Fourier transform; Fourier transform; Speech recognition; Wavelet; Mathematics; Algorithm","authors":[{"name":"Ervin Sejdić","is_ca":true},{"name":"Jin Jiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02957359202836438,"gpt":0.2533134765640018,"spread":0.2237398845356374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005667147,0.0005908089,0.0005781273,0.001016291,0.0002242899,0.0009069186,0.0006958161,0.0006156883,0.005962939],"category_scores_gemma":[0.001638934,0.0002176585,0.0004832163,0.001832985,0.0004302194,0.0008561483,0.0005166887,0.0005426061,0.003882855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857659,"about_ca_system_score_gemma":0.0004466103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687929,"about_ca_topic_score_gemma":0.002203187,"domain_scores_codex":[0.9995419,0.0001113999,0.00002915136,0.0001151314,0.000164311,0.00003815254],"domain_scores_gemma":[0.9995182,0.0001665329,0.00004848167,0.000130501,0.0001201517,0.00001623222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001392587,0.00003332869,0.0005209935,0.0002517883,0.00008749585,0.0001644303,0.00006386979,0.03487261,0.03645599,0.02802464,0.02043931,0.8789463],"study_design_scores_gemma":[0.00001688021,0.00008490233,0.001477219,0.00004193417,0.00004841646,0.0004444883,0.0000374365,0.913526,0.02652609,0.019773,0.03799126,0.00003234743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003481089,0.001489704,0.9909607,0.0001388291,0.00008297966,0.0000351612,0.0001324727,0.001470191,0.002208883],"genre_scores_gemma":[0.1741988,0.002751602,0.8085058,0.0003016625,0.0003823947,0.0002332827,0.001050081,0.000318219,0.01225817],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005962939,"threshold_uncertainty_score":0.01994801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120740840","doi":"10.1109/tsmca.2007.904820","title":"Toward a Service-Oriented Development Through a Case Study","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Web service; Web engineering; Web modeling; Web development; World Wide Web; Computer science; WS-Policy; Web application security; Service-oriented architecture; Web standards; Web design; Web application; Services computing; Software engineering","authors":[{"name":"Jia Zhang","is_ca":false},{"name":"Carl K. Chang","is_ca":false},{"name":"Liang‐Jie Zhang","is_ca":false},{"name":"Patrick C. K. Hung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03773722357131983,"gpt":0.2632709518627702,"spread":0.2255337282914504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004995551,0.0005004468,0.0003503205,0.001295922,0.003872241,0.003687434,0.001597337,0.002827746,0.001769586],"category_scores_gemma":[0.006919971,0.0003102349,0.0005029521,0.002132466,0.002915744,0.002344234,0.002431895,0.002205461,0.0004969292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283503,"about_ca_system_score_gemma":0.002493375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007622397,"about_ca_topic_score_gemma":0.01059503,"domain_scores_codex":[0.9937146,0.004458155,0.0001865871,0.0002130636,0.001041676,0.000385971],"domain_scores_gemma":[0.9951598,0.002979537,0.0002463729,0.0004146771,0.000653585,0.0005459819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0007197454,0.007891912,0.02775127,0.001324032,0.00007736937,0.06516667,0.1401418,0.0329143,0.01903304,0.4227106,0.01742009,0.2648492],"study_design_scores_gemma":[0.0005852358,0.002434078,0.01380278,0.001643096,0.0001133217,0.02283419,0.1667639,0.1169779,0.04858174,0.07684144,0.5491785,0.0002439637],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7951593,0.001079885,0.1010828,0.005475468,0.0001239426,0.001320493,0.0002328755,0.0002820801,0.09524305],"genre_scores_gemma":[0.8715927,0.001365052,0.1165324,0.0003692422,0.00002048004,0.0006477589,0.0001448735,0.00007688609,0.009250727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007622397,"threshold_uncertainty_score":0.02641934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124329589","doi":"10.1109/tsmca.2011.2170066","title":"Adaptive Haptic Control for Telerobotics Transitioning Between Free, Soft, and Hard Environments","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Teleoperation; Haptic technology; Backstepping; Control theory (sociology); Collision; Telerobotics; Computer science; Controller (irrigation); Master/slave; Simulation; Lyapunov function; Stability (learning theory); Adaptive control; Stiffness; Control engineering; Robot; Control (management); Engineering; Mobile robot; Artificial intelligence; Physics","authors":[{"name":"Dean Richert","is_ca":true},{"name":"C.J.B. Macnab","is_ca":true},{"name":"J.K. Pieper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03916634788685462,"gpt":0.2043360086753436,"spread":0.165169660788489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428256,0.0002585487,0.0001293494,0.0001235257,0.0001576164,0.0002604093,0.0004087201,0.0002445716,0.0009623496],"category_scores_gemma":[0.0004429135,0.00007802609,0.0001408903,0.00008927294,0.0003167723,0.0002700882,0.0003534602,0.0003073417,0.0001106352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326978,"about_ca_system_score_gemma":0.0001299552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585917,"about_ca_topic_score_gemma":0.0007851982,"domain_scores_codex":[0.9998791,0.00002209662,0.000005623957,0.00002119647,0.0000617703,0.00001019486],"domain_scores_gemma":[0.9998881,0.00005436343,0.00002038908,0.00001242724,0.00001819879,0.000006550047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004028502,0.0001090654,0.0005926467,0.0003579944,0.00005233596,0.0003265917,0.0003948678,0.2408285,0.3152816,0.01737342,0.001944915,0.4223351],"study_design_scores_gemma":[0.00005504935,0.0003674858,0.0009521491,0.0000179143,0.00001930195,0.0001280458,0.00004160232,0.9627709,0.02451977,0.004811496,0.006295044,0.00002136908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03560108,0.0005515152,0.9612221,0.00009041088,0.00007631133,0.00002572494,0.00000758071,0.000312299,0.002113001],"genre_scores_gemma":[0.941727,0.0002988287,0.05414676,0.0000598162,0.00006539894,0.00005175925,0.00001490565,0.00002592012,0.003609621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009623496,"threshold_uncertainty_score":0.003219366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158461483","doi":"10.1109/tsmca.2003.817397","title":"An agent-based approach to multisensor coordination","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Robotics and Sensor-Based Localization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Software deployment; Task (project management); Computer science; Domain (mathematical analysis); Real-time computing; Feature (linguistics); Artificial intelligence; Intelligent agent; Human–computer interaction; Position (finance); Computer vision; Distributed computing; Engineering; Systems engineering","authors":[{"name":"L. Hodge","is_ca":true},{"name":"Mohamed S. Kamel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0225430707172853,"gpt":0.2235071393008119,"spread":0.2009640685835266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165184,0.0009305,0.0009289786,0.000763837,0.001378311,0.002553508,0.003137509,0.001862905,0.004005432],"category_scores_gemma":[0.001948514,0.0006184906,0.0009747229,0.0007404982,0.001799041,0.00225106,0.002400586,0.002138108,0.0008796821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235686,"about_ca_system_score_gemma":0.001553265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418515,"about_ca_topic_score_gemma":0.004255312,"domain_scores_codex":[0.9986003,0.0005611849,0.00008646969,0.0002494726,0.0004015771,0.0001010909],"domain_scores_gemma":[0.9992354,0.000317224,0.00008095356,0.0001257947,0.0001436692,0.0000969686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008130776,0.00009270215,0.0004271084,0.0002669144,0.0001951077,0.0004565855,0.0005205752,0.3993906,0.003987671,0.5192965,0.004902962,0.07038195],"study_design_scores_gemma":[0.00005921597,0.00007274707,0.0001284234,0.00004890397,0.00004526049,0.000137039,0.0001168863,0.7439259,0.001608851,0.2176853,0.03613527,0.0000362705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001390813,0.0004801802,0.9888474,0.0005634725,0.000102797,0.00006638932,0.00001969291,0.0002009909,0.008328247],"genre_scores_gemma":[0.2493296,0.001101371,0.7359867,0.0003808979,0.0002540232,0.0005236575,0.000112657,0.0001120108,0.01219908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004005432,"threshold_uncertainty_score":0.01339948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147995604","doi":"10.1109/tsmca.2010.2041655","title":"Adaptive Appearance Model and Condensation Algorithm for Robust Face Tracking","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Video Surveillance and Tracking Methods","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Computer science; Face (sociological concept); Context (archaeology); Tangent space; Facial motion capture; Cascade; Adaptive sampling; Artificial intelligence; Tracking (education); Affine transformation; Algorithm; Tangent; Computer vision; Sampling (signal processing); Mathematics; Face detection; Facial recognition system; Filter (signal processing); Pattern recognition (psychology); Statistics","authors":[{"name":"Yui Man Lui","is_ca":false},{"name":"J. Ross Beveridge","is_ca":false},{"name":"L. Darrell Whitley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05424696606680169,"gpt":0.2748290150191633,"spread":0.2205820489523616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080336,0.0007125176,0.0009986522,0.0009198214,0.0003792323,0.0005568789,0.001765159,0.0009265579,0.001881691],"category_scores_gemma":[0.002605963,0.0005358942,0.001088196,0.0009982431,0.0007594386,0.001360025,0.00115494,0.001198206,0.001100942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511803,"about_ca_system_score_gemma":0.0008971363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003898617,"about_ca_topic_score_gemma":0.003186988,"domain_scores_codex":[0.9992777,0.0001448145,0.00002731112,0.0002072872,0.0002900885,0.00005289286],"domain_scores_gemma":[0.9994177,0.0001945021,0.00007095331,0.0001253646,0.0001614615,0.00003009255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002067298,0.00007814843,0.0007472534,0.00009138377,0.000115414,0.0001190025,0.0001775606,0.4102881,0.04387617,0.02325849,0.004026183,0.5170156],"study_design_scores_gemma":[0.000007868367,0.00002378458,0.0001211225,0.000003115288,0.000008081291,0.00004058267,0.000003720002,0.9926069,0.003877488,0.00207105,0.001227168,0.000009095038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001298413,0.00005195842,0.998201,0.00001659387,0.00001224046,0.00001243506,0.000007776394,0.0002190479,0.0001806152],"genre_scores_gemma":[0.1328786,0.0002571674,0.8631425,0.0001165039,0.00008751627,0.0001790495,0.0001901027,0.0002182283,0.002930364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003898617,"threshold_uncertainty_score":0.007751882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144382935","doi":"10.1109/tsmca.2005.851338","title":"Deadlock-free scheduling and control of flexible manufacturing cells using automata theory","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Petri net; Computer science; Scheduling (production processes); Automaton; Distributed computing; Deadlock; Job shop scheduling; Supervisory control theory; Flexible manufacturing system; Mathematical optimization; Supervisory control; Control (management); Embedded system; Theoretical computer science; Mathematics; Artificial intelligence","authors":[{"name":"H.R. Golmakani","is_ca":true},{"name":"James K. Mills","is_ca":true},{"name":"B. Benhabib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169636571993883,"gpt":0.2305481941994371,"spread":0.2088518284794983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004754691,0.0005321157,0.0003929486,0.0003262606,0.0005216052,0.0006079504,0.001014321,0.0004521713,0.001355398],"category_scores_gemma":[0.001038029,0.0002717563,0.0007967204,0.0003336208,0.001153879,0.0007557199,0.0005962256,0.0008380181,0.0002256626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007708362,"about_ca_system_score_gemma":0.001027136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607806,"about_ca_topic_score_gemma":0.002611215,"domain_scores_codex":[0.9996124,0.0001209291,0.00002716283,0.00007604967,0.0001275757,0.00003589073],"domain_scores_gemma":[0.999569,0.0002717309,0.00003726406,0.00005455165,0.00004837985,0.00001906976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006417913,0.00004061245,0.0003055404,0.0001623386,0.0000431871,0.00013707,0.0003354678,0.6520351,0.02594839,0.2250628,0.0009376346,0.0949277],"study_design_scores_gemma":[0.00002278788,0.00006129502,0.00006323107,0.00001588692,0.00001441359,0.00004584454,0.00001827332,0.9497544,0.007488792,0.03493687,0.007559936,0.00001818084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003756285,0.0001070597,0.9943337,0.00003021423,0.00003286885,0.00001725383,0.00001266375,0.0001753384,0.001534611],"genre_scores_gemma":[0.3724265,0.0004277207,0.6235958,0.00006091036,0.00005223521,0.0002871201,0.00008990771,0.00008701657,0.002972835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002607806,"threshold_uncertainty_score":0.005592823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162899276","doi":"10.1109/tsmca.2005.843378","title":"Understanding Hand Gestures Using Approximate Graph Matching","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Gesture; Computer science; Gesture recognition; Ambiguity; Human–computer interaction; Meaning (existential); Graph; Scalability; Artificial intelligence; Theoretical computer science; Psychology","authors":[{"name":"B.W. Miners","is_ca":true},{"name":"Otman Basir","is_ca":true},{"name":"Mohamed S. Kamel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08808128840917358,"gpt":0.2636203219311689,"spread":0.1755390335219953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948416,0.0007361331,0.0007058282,0.001688648,0.000379505,0.0007058592,0.0008284387,0.000861217,0.002664836],"category_scores_gemma":[0.002254855,0.0002893903,0.0006554115,0.001316463,0.000555459,0.002021995,0.0006515138,0.0004981193,0.0006547212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540351,"about_ca_system_score_gemma":0.000606108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007550849,"about_ca_topic_score_gemma":0.007585888,"domain_scores_codex":[0.9995812,0.00009609907,0.00003201484,0.0001274945,0.0001316733,0.00003146905],"domain_scores_gemma":[0.9995017,0.0002697882,0.00006061191,0.00008051597,0.00007144505,0.00001588173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002611997,0.00008065172,0.001730103,0.0002195969,0.0001043438,0.0004010334,0.0005054004,0.3722159,0.03950344,0.02635617,0.002659097,0.555963],"study_design_scores_gemma":[0.000008939091,0.00002741834,0.0006137681,0.000008115016,0.00001266038,0.0001214146,0.000094761,0.9647899,0.003261494,0.02963218,0.001418236,0.0000110762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02326316,0.00008984837,0.9746534,0.00007289714,0.000008455373,0.00004040609,0.00009772723,0.0008351288,0.0009390241],"genre_scores_gemma":[0.4544665,0.0003716686,0.5408389,0.0001254572,0.00002293736,0.0001234779,0.0009908091,0.0002415027,0.002818781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007550849,"threshold_uncertainty_score":0.01501375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168070466","doi":"10.1109/tsmca.2010.2045370","title":"Effects of the Alignment Between a Haptic Device and Visual Display on the Perception of Object Softness","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Haptic technology; Computer vision; Haptic perception; Perception; Illusion; Artificial intelligence; Object (grammar); Computer science; Stereotaxy; Virtual reality; Visual perception; Computer graphics (images); Psychology","authors":[{"name":"Antoine Widmer","is_ca":true},{"name":"Yaoping Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410142432860872,"gpt":0.2653844692174023,"spread":0.2412830448887936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000896991,0.0005082887,0.0002847364,0.0002591597,0.0001390611,0.0006584106,0.0002791627,0.0004255338,0.003442209],"category_scores_gemma":[0.01144078,0.0003678209,0.0002749685,0.0001867199,0.0005100219,0.000600743,0.0007413194,0.0004175175,0.0003430012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461908,"about_ca_system_score_gemma":0.0001447327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363731,"about_ca_topic_score_gemma":0.0002409119,"domain_scores_codex":[0.9987852,0.000580194,0.000143404,0.0001335077,0.0002394467,0.000118317],"domain_scores_gemma":[0.9855939,0.01215507,0.0009298114,0.0004865524,0.0004192716,0.0004153915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01722614,0.0005059946,0.0104652,0.0004686219,0.000107322,0.0002258965,0.0008031482,0.002709653,0.9340085,0.0002144896,0.0001373326,0.03312761],"study_design_scores_gemma":[0.0009596617,0.0262667,0.6556173,0.0001752915,0.0008218057,0.00105483,0.001762725,0.01737245,0.293354,0.000678023,0.00174823,0.0001890362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961378,0.0002396136,0.002749249,0.00002642489,0.00002857659,0.00002866289,0.00002957955,0.00003331943,0.0007266887],"genre_scores_gemma":[0.997177,0.0001368104,0.002325122,0.00003928567,0.00002300343,0.00002392749,0.00004340087,0.00002785309,0.0002035263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003442209,"threshold_uncertainty_score":0.01151532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080475666","doi":"10.1109/tsmca.2011.2169246","title":"Stabilization of Periodic Orbits for Planar Walking With Noninstantaneous Double-Support Phase","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Control theory (sociology); STRIDE; Invariant (physics); Planar; Parameterized complexity; Orbit (dynamics); Computer science; Minimum phase; Trajectory; Exponential stability; Norm (philosophy); Hybrid system; Phase (matter); Mathematics; Control (management); Physics; Algorithm; Law; Engineering; Nonlinear system; Artificial intelligence","authors":[{"name":"Kaveh Akbari Hamed","is_ca":false},{"name":"Nasser Sadati","is_ca":true},{"name":"W.A. Gruver","is_ca":true},{"name":"Guy A. Dumont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03068332734962083,"gpt":0.2253004790798732,"spread":0.1946171517302524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001070334,0.0002396325,0.0001924692,0.0001520757,0.0001575459,0.0001802004,0.0002789749,0.0001783004,0.0006426026],"category_scores_gemma":[0.0002654304,0.0000879192,0.0002273423,0.00007794153,0.0002744748,0.0001797842,0.0004250659,0.000176433,0.00008159577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141583,"about_ca_system_score_gemma":0.000161143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584233,"about_ca_topic_score_gemma":0.0006305084,"domain_scores_codex":[0.9999515,0.000008468135,0.000002896793,0.00001117675,0.00002000975,0.000006042688],"domain_scores_gemma":[0.9999235,0.00002158128,0.00002566336,0.00001067134,0.00001216237,0.000006455592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001833225,0.00005675514,0.001572654,0.000241497,0.00004833855,0.0004296973,0.0003226225,0.7160524,0.1493109,0.03708283,0.0005503329,0.09414861],"study_design_scores_gemma":[0.00001106239,0.0001136526,0.0003634295,0.000005234764,0.000005909208,0.00004783768,0.00001590834,0.9929022,0.003483892,0.002429083,0.0006172588,0.000004470819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1549185,0.0001022033,0.8422743,0.00004370498,0.00001708656,0.00002207844,0.00001459168,0.0001646781,0.002442937],"genre_scores_gemma":[0.9779134,0.00004688429,0.02136197,0.000007470175,0.00000473946,0.00002892909,0.00001692625,0.000005627222,0.0006139482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0006426026,"threshold_uncertainty_score":0.002149701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110495664","doi":"10.1109/tsmca.2008.2007948","title":"Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Astrolabe; Computer science; Data science","authors":[{"name":"Ebrahim Bagheri","is_ca":true},{"name":"Ali A. Ghorbani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07897758855489745,"gpt":0.3379083458304528,"spread":0.2589307572755554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003088,0.001980897,0.001077469,0.004450794,0.00159533,0.005301138,0.003364706,0.00175588,0.005972981],"category_scores_gemma":[0.01338226,0.001212812,0.002439075,0.001787444,0.002386059,0.005343874,0.007314617,0.002606688,0.001462741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512472,"about_ca_system_score_gemma":0.004046011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693013,"about_ca_topic_score_gemma":0.002591587,"domain_scores_codex":[0.9917017,0.004591375,0.0003897775,0.0008545789,0.002190374,0.0002722105],"domain_scores_gemma":[0.9912515,0.00451698,0.001130806,0.001564403,0.00113034,0.000405791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009693607,0.0002927188,0.002809065,0.0009108142,0.0004706203,0.0009632389,0.005209138,0.07971881,0.004961846,0.645094,0.009200336,0.2502725],"study_design_scores_gemma":[0.0001215396,0.000193399,0.001062611,0.0005167568,0.0002125872,0.000883939,0.002079257,0.3241077,0.005349369,0.5560998,0.1092024,0.0001705535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001135151,0.00005546276,0.995079,0.0002466332,0.00001586653,0.0001510198,0.00005252376,0.0003712373,0.002893068],"genre_scores_gemma":[0.02996497,0.00009270354,0.9679957,0.00008227871,0.00001881665,0.0003154128,0.0001385522,0.0001279874,0.001263591],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01003088,"threshold_uncertainty_score":0.05304903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2311172743","doi":"10.1109/tsmca.2005.850607","title":"Approximating Performance Measures for Public Services","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Queue; Node (physics); Service (business); Computer science; Computer network; Queueing theory; Server; Operations research; Mathematics; Engineering; Business","authors":[{"name":"O. Berman","is_ca":true},{"name":"Sandeep Vasudeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04435703547688896,"gpt":0.2281145769043577,"spread":0.1837575414274688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006797995,0.001395991,0.001153858,0.002169223,0.0005976506,0.002079124,0.00162867,0.001713752,0.002559407],"category_scores_gemma":[0.03828175,0.0004984166,0.0009078649,0.002195054,0.001521572,0.00296545,0.001311422,0.002360213,0.0005368564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003982304,"about_ca_system_score_gemma":0.001310928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404271,"about_ca_topic_score_gemma":0.004022365,"domain_scores_codex":[0.9968457,0.001496943,0.0001200814,0.0004230838,0.0007183471,0.0003958224],"domain_scores_gemma":[0.9845319,0.01129381,0.001301679,0.001221939,0.001399205,0.0002514128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003873799,0.00002800584,0.001063845,0.00003864493,0.00002516658,0.0000329508,0.00009301404,0.9293932,0.0002852121,0.0543418,0.0006642874,0.01399508],"study_design_scores_gemma":[0.00000252388,0.00001651089,0.0002102329,0.00001080589,0.00000440856,0.00001425746,0.00002474954,0.9801667,0.000144213,0.01893793,0.0004617894,0.000005835784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03899968,0.001106156,0.9546284,0.0004052709,0.00007491648,0.00003776289,0.0001122808,0.0004444038,0.004191188],"genre_scores_gemma":[0.9015237,0.001250559,0.09311718,0.00009508121,0.0001464673,0.0001368694,0.0004094756,0.0001464775,0.003174112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404271,"threshold_uncertainty_score":0.03595167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129518077","doi":"10.1109/tsmca.2005.853498","title":"Constructing a model hierarchy with background knowledge for structural risk minimization: application to biological treatment of wastewater","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Computer science; Machine learning; Artificial intelligence; Black box; Empirical risk minimization; Structural risk minimization; Hierarchy; Feature (linguistics); Artificial neural network; Statistical learning theory; Statistical model; Minification; Support vector machine","authors":[{"name":"Aziz Guergachi","is_ca":true},{"name":"Gilles G. Patry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03236111199765374,"gpt":0.2569077479966901,"spread":0.2245466359990363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00226828,0.0008524542,0.001563828,0.0009242002,0.001022832,0.001540166,0.001405951,0.001986709,0.001869371],"category_scores_gemma":[0.005452873,0.000668393,0.001502628,0.0006745945,0.0012069,0.00163029,0.003056613,0.002393781,0.000396797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631576,"about_ca_system_score_gemma":0.001683343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005081932,"about_ca_topic_score_gemma":0.00414482,"domain_scores_codex":[0.9992436,0.0003532754,0.00003176587,0.0001081588,0.0002002101,0.00006289738],"domain_scores_gemma":[0.9983853,0.001086248,0.0001501914,0.0001058398,0.0001886183,0.00008372209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004072994,0.00009116311,0.0004781993,0.0001354376,0.00003779477,0.0001476574,0.00026046,0.8546589,0.003294091,0.1001223,0.0006092566,0.04012403],"study_design_scores_gemma":[0.000003748587,0.00002044158,0.00003399395,0.000006659334,0.000003531885,0.000007691169,0.00001259847,0.9771721,0.000228546,0.02202018,0.0004852319,0.000005390667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01228004,0.000174059,0.9853264,0.0002624674,0.00001226541,0.00003157164,0.00001872254,0.0001558936,0.001738663],"genre_scores_gemma":[0.3901028,0.0005180406,0.6049603,0.0001914326,0.00008651781,0.0002421824,0.0001710459,0.0001987674,0.00352894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005081932,"threshold_uncertainty_score":0.01199597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082517088","doi":"10.1109/tsmca.2003.817392","title":"Planning for dynamic multiagent planar manipulation with uncertainty: a game theoretic approach","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Robot Manipulation and Learning","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Minimax; Computer science; Mathematical optimization; Controller (irrigation); Object (grammar); Trajectory; Multi-agent system; Linearization; Control theory (sociology); Control (management); Mathematics; Artificial intelligence","authors":[{"name":"Qingguo Li","is_ca":true},{"name":"Shahram Payandeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02866734165987555,"gpt":0.236404720737376,"spread":0.2077373790775004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146797,0.001200192,0.0009175892,0.0006014985,0.0006085177,0.00113271,0.00130327,0.00130875,0.002111033],"category_scores_gemma":[0.001945346,0.0005348712,0.0008727059,0.0005386257,0.002074562,0.001501869,0.001309437,0.001525457,0.0002399196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175427,"about_ca_system_score_gemma":0.001918128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911248,"about_ca_topic_score_gemma":0.003079778,"domain_scores_codex":[0.9993923,0.0002570209,0.0000267978,0.00009302787,0.0001762662,0.00005454898],"domain_scores_gemma":[0.9991623,0.0005800296,0.000100752,0.00003111941,0.00007524915,0.00005052432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002119808,0.00003104677,0.00009725115,0.0001123272,0.00002494997,0.0000635047,0.0001180202,0.8784872,0.0007739136,0.1085458,0.0003949096,0.01133],"study_design_scores_gemma":[0.00001492241,0.00004175881,0.00003631412,0.00001455758,0.000007895548,0.00001775462,0.00002920917,0.9428082,0.0002466615,0.05535729,0.001416528,0.000008907223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003351559,0.0002149082,0.9924383,0.0002475035,0.00001838352,0.00005266096,0.0000153428,0.000030982,0.003630278],"genre_scores_gemma":[0.5679873,0.001617242,0.4220816,0.0002977252,0.0001502899,0.0008873509,0.00008643005,0.00007723519,0.006814943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003911248,"threshold_uncertainty_score":0.01272815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144447931","doi":"10.1109/tsmca.2005.843385","title":"Multiagent Immediate Incremental View Maintenance for Data Warehouses","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Downtime; Data warehouse; Computer science; Consistency (knowledge bases); Delegate; Database; Process (computing); Materialized view; Operating system; Database design; Artificial intelligence","authors":[{"name":"G.C.H. Yeung","is_ca":true},{"name":"W.A. Gruver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05453800267035588,"gpt":0.2805497641376143,"spread":0.2260117614672585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310816,0.0004156338,0.0004125155,0.0004526836,0.0006307055,0.001082183,0.001804986,0.0005232602,0.0008954966],"category_scores_gemma":[0.00473118,0.0003858597,0.0003669177,0.0003715907,0.000430078,0.001540882,0.001334649,0.0008964592,0.0002993814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682921,"about_ca_system_score_gemma":0.0005039741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316715,"about_ca_topic_score_gemma":0.002007466,"domain_scores_codex":[0.998978,0.0002493697,0.00008144404,0.0002174776,0.0003957569,0.00007800999],"domain_scores_gemma":[0.9966185,0.0009611543,0.0004852771,0.00115528,0.0005780071,0.0002016533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008770362,0.0006235327,0.00926239,0.0003424889,0.0002241864,0.001099628,0.0010576,0.275202,0.115358,0.02436651,0.008888253,0.5626984],"study_design_scores_gemma":[0.00006416622,0.0001692381,0.001358374,0.00001013269,0.00004974494,0.0002635827,0.00006435448,0.9607043,0.02564573,0.005052959,0.006591366,0.00002608944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08468279,0.000366755,0.9088367,0.0001942684,0.00005703142,0.0001147523,0.00005555886,0.003887236,0.001804909],"genre_scores_gemma":[0.7051551,0.0001004864,0.2925672,0.00005774165,0.00003640571,0.000088507,0.0002102401,0.0001488506,0.001635375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002316715,"threshold_uncertainty_score":0.006932318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114262360","doi":"10.1109/3468.911367","title":"Graph theoretic modeling and analysis of multibody planar mechanical systems","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; National Research Council Canada","funders":"","keywords":"Correctness; Computer science; Representation (politics); Symbolic data analysis; Differential equation; Symbolic computation; Maple; Graph theory; Algebraic equation; Graph; Bond graph; Algorithm; Mathematics; Theoretical computer science; Nonlinear system","authors":[{"name":"S.Y.T. Lang","is_ca":true},{"name":"H. K. Kesavan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01378047105371208,"gpt":0.2136838372713277,"spread":0.1999033662176156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054593,0.0006916061,0.0004957994,0.001081033,0.0003647079,0.0008751996,0.001010258,0.0007534239,0.003057917],"category_scores_gemma":[0.000698699,0.0003091169,0.0007556025,0.0008393571,0.0009125015,0.0009954476,0.0006636676,0.0007365436,0.0007074259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006908324,"about_ca_system_score_gemma":0.0006022477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190363,"about_ca_topic_score_gemma":0.001681994,"domain_scores_codex":[0.9996524,0.00008511849,0.00001339385,0.00005068368,0.0001725028,0.00002588541],"domain_scores_gemma":[0.9998088,0.00007958363,0.00003480613,0.00002654953,0.00004117271,0.000009146921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008389955,0.000009270127,0.000129836,0.00006565069,0.00001608829,0.00007608455,0.00005637073,0.7334972,0.003581867,0.24509,0.0005642212,0.01690498],"study_design_scores_gemma":[0.000003430971,0.00001296666,0.0000919985,0.000007569254,0.000005103763,0.00003462393,0.00001570306,0.8931748,0.0007753644,0.1018664,0.004004792,0.000007311862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002795595,0.0001733702,0.9932191,0.00007202491,0.00001422421,0.00001922569,0.00004509715,0.0001242797,0.003537069],"genre_scores_gemma":[0.5444734,0.00220613,0.4386395,0.0001324677,0.0001070867,0.0003264982,0.0004468834,0.0002152224,0.01345279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003057917,"threshold_uncertainty_score":0.01022977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150949037","doi":"10.1109/tsmca.2009.2025026","title":"Design of Rhythm-Based Vibrotactile Stimuli Around the Waist: Evaluation of Two Encoding Parameters","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Stimulus (psychology); Rhythm; Sensory system; Set (abstract data type); Speech recognition; Artificial intelligence; Psychology; Programming language; Acoustics","authors":[{"name":"Pierre Barralon","is_ca":true},{"name":"G. Ng","is_ca":true},{"name":"Guy A. Dumont","is_ca":true},{"name":"Stephan Schwarz","is_ca":true},{"name":"J. Mark Ansermino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209029627407118,"gpt":0.3194392361266558,"spread":0.198536273385944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008827501,0.0006225337,0.0003997599,0.0004176394,0.0001001921,0.0005342051,0.000463521,0.0003871688,0.001421378],"category_scores_gemma":[0.004977799,0.0002948494,0.000216183,0.000167034,0.0002320667,0.0007245429,0.0004560452,0.0002687835,0.0001913413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709026,"about_ca_system_score_gemma":0.0001977917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661116,"about_ca_topic_score_gemma":0.0001229456,"domain_scores_codex":[0.9995677,0.0001637746,0.00006230937,0.0000790882,0.0000891161,0.00003794053],"domain_scores_gemma":[0.9979903,0.001207242,0.0002548228,0.0001531848,0.0002465704,0.0001479202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004471997,0.0009514586,0.002288747,0.001205891,0.00005320502,0.0001202685,0.0002681663,0.007783845,0.7864491,0.0008022804,0.0001510634,0.195454],"study_design_scores_gemma":[0.002237862,0.0252726,0.03103821,0.0003557124,0.0006483184,0.001186495,0.0003485096,0.1138265,0.8181859,0.00133904,0.005295028,0.0002657691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7891777,0.001116166,0.2071029,0.0001048417,0.0001030661,0.0008218314,0.0001079555,0.000393176,0.001072412],"genre_scores_gemma":[0.8425518,0.0005815153,0.1555197,0.00007257854,0.00003074227,0.0005354118,0.0000905935,0.00007565264,0.0005420551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421378,"threshold_uncertainty_score":0.00475502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996564610","doi":"10.1109/tsmca.2012.2210210","title":"Population-Based Simulation for Public Health: Generic Software Infrastructure and Its Application to Osteoporosis","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Software; Markup language; Population; Software engineering; Interface (matter); Graphical user interface; Risk analysis (engineering); World Wide Web; Medicine; Programming language; XML; Operating system","authors":[{"name":"Audrey Durand","is_ca":true},{"name":"Christian Gagné","is_ca":true},{"name":"Léon Nshimyumukiza","is_ca":true},{"name":"Mathieu Gagnon","is_ca":true},{"name":"François Rousseau","is_ca":true},{"name":"Yves Giguère","is_ca":true},{"name":"Daniel Reinharz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1246124841225778,"gpt":0.3455512348912745,"spread":0.2209387507686967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003150925,0.0006871229,0.0006522711,0.001051111,0.000554868,0.001367927,0.002237671,0.001465956,0.006478269],"category_scores_gemma":[0.008552155,0.0005734078,0.001053214,0.001237238,0.0008645963,0.001230352,0.002156257,0.0009622465,0.001093119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483098,"about_ca_system_score_gemma":0.002306932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109067,"about_ca_topic_score_gemma":0.01138306,"domain_scores_codex":[0.9991616,0.0003930545,0.0001029566,0.00009045889,0.0001898967,0.00006217112],"domain_scores_gemma":[0.9974676,0.001467154,0.0001267224,0.0003926582,0.0003913751,0.000154438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002619371,0.0002143501,0.009649273,0.0003497322,0.0001908153,0.000404987,0.0006820619,0.7964039,0.003176291,0.08314323,0.01595979,0.08956369],"study_design_scores_gemma":[0.00009809106,0.00003328778,0.0006934354,0.00004682285,0.00003883476,0.00007198608,0.00003249482,0.9647182,0.001208319,0.01451212,0.0185144,0.00003200614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01520817,0.0001688718,0.9532545,0.000670836,0.00006960914,0.000313568,0.001432473,0.02319915,0.005682704],"genre_scores_gemma":[0.3542813,0.00113715,0.632207,0.0003966151,0.00009553051,0.001576228,0.003439615,0.002819824,0.00404674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02109067,"threshold_uncertainty_score":0.0419358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106549466","doi":"10.1109/tsmca.2006.883176","title":"Discovering and Managing Access to Private Services in Collaborative Sessions","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Ontario Tech University","funders":"","keywords":"Session (web analytics); Service discovery; Computer science; Session Initiation Protocol; Protocol (science); Conversation; Service (business); Task (project management); Private network; The Internet; World Wide Web; Computer network; Web service; Server; Engineering","authors":[{"name":"Ramiro Liscano","is_ca":true},{"name":"Anand Dersingh","is_ca":true},{"name":"Allan Jost","is_ca":true},{"name":"Hao Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01046805562289813,"gpt":0.2413496758090677,"spread":0.2308816201861696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004125465,0.0005015705,0.001119245,0.001026518,0.002959049,0.004947265,0.002623084,0.002409865,0.001862235],"category_scores_gemma":[0.007896944,0.0007296052,0.0008939924,0.001061617,0.001683342,0.007439347,0.007386742,0.001803338,0.0008982782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008788552,"about_ca_system_score_gemma":0.001870253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868094,"about_ca_topic_score_gemma":0.002344514,"domain_scores_codex":[0.9961197,0.001053819,0.0002935306,0.0006681234,0.001403489,0.0004613241],"domain_scores_gemma":[0.9922622,0.002631136,0.000577849,0.003180512,0.0006387981,0.000709506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006758038,0.0008900234,0.006362779,0.0005142853,0.0002022392,0.002441417,0.01168009,0.03266893,0.08367651,0.4303343,0.006341428,0.4242121],"study_design_scores_gemma":[0.0001297334,0.0003891376,0.00175394,0.0001388725,0.000243038,0.002760327,0.002824072,0.4419748,0.0529738,0.3667374,0.1298407,0.0002341943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05708288,0.00034213,0.9309425,0.0004593851,0.00004247767,0.0002041915,0.00004293201,0.001088614,0.009794881],"genre_scores_gemma":[0.6121069,0.0004913838,0.3746051,0.0001553558,0.0001264589,0.0003557648,0.000173976,0.0002030745,0.011782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004947265,"threshold_uncertainty_score":0.0218178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098474454","doi":"10.1109/tsmca.2002.804808","title":"A risk hypothesis and risk measures for throughput capacity in systems","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Coherent risk measure; Throughput; Structural equation modeling; Dynamic risk measure; Computer science; Risk measure; Hazard; Measure (data warehouse); Risk management; Risk analysis (engineering); Risk assessment; Mathematics; Econometrics; Mathematical optimization; Statistics; Expected shortfall; Economics; Business; Finance; Data mining; Biology; Ecology; Computer security","authors":[{"name":"James Bradley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08797624762635037,"gpt":0.2083681374321213,"spread":0.120391889805771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007725765,0.001658487,0.001282168,0.002181447,0.0007992157,0.003396399,0.002122962,0.003315254,0.00560462],"category_scores_gemma":[0.02906874,0.0006385192,0.001788922,0.001006815,0.006019962,0.0108534,0.003256445,0.003505197,0.000943978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020607,"about_ca_system_score_gemma":0.001421006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007393094,"about_ca_topic_score_gemma":0.0001932391,"domain_scores_codex":[0.9946902,0.001576504,0.0003285394,0.001016443,0.001886284,0.0005020236],"domain_scores_gemma":[0.9740083,0.01787635,0.002927784,0.001867515,0.002663163,0.0006569879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003074267,0.00003485645,0.0007663108,0.00007013197,0.0000228681,0.0001247946,0.0001518021,0.04437879,0.0008373036,0.9464853,0.0007985629,0.006298577],"study_design_scores_gemma":[0.00002239093,0.0001662882,0.000952095,0.00005812995,0.00001873244,0.0002529048,0.00006610126,0.2200595,0.001070743,0.7746638,0.002609334,0.0000599134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02634754,0.0009258463,0.9603273,0.002458384,0.0001721769,0.00009589781,0.000167636,0.0001806203,0.009324683],"genre_scores_gemma":[0.8838786,0.001603314,0.1039357,0.0006512983,0.0008236261,0.0005582723,0.0002767849,0.0001242997,0.008147991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007725765,"threshold_uncertainty_score":0.04085821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}