{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":55,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":55,"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":"42b5201480cf","filters":{"venue":"Spring Simulation Multiconference"}},"results":[{"id":"W1982275500","doi":"10.5555/1404680.1404683","title":"An ontology-based dictionary of understanding as a basis for software agents with understanding abilities","year":2007,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Multi-Agent Systems and Negotiation","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":"University of Ottawa","funders":"","keywords":"Computer science; Ontology; Basis (linear algebra); Software; Software engineering; Software development; Artificial intelligence; Natural language processing; Programming language","authors":[{"name":"Tuncer Ören","is_ca":true},{"name":"Nasser Ghassem-Aghaee","is_ca":false},{"name":"Levent Yılmaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1373506455715453,"gpt":0.3390135749313906,"spread":0.2016629293598453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088043,0.0007549943,0.001036494,0.004643468,0.004469016,0.006950519,0.001725021,0.002734087,0.004747092],"category_scores_gemma":[0.005577984,0.0005462148,0.00110052,0.005938153,0.0101055,0.01248712,0.002841615,0.007646901,0.001654969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003770093,"about_ca_system_score_gemma":0.004928543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006790212,"about_ca_topic_score_gemma":0.004895047,"domain_scores_codex":[0.9971291,0.001140367,0.000674505,0.0002840253,0.0005835403,0.0001884766],"domain_scores_gemma":[0.9971889,0.001244901,0.0002000781,0.0005565283,0.0006207498,0.0001889277],"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":[0.000006015151,0.00000612529,0.00004515065,0.00007379796,0.000003303511,0.00004086696,0.002027169,0.0003102015,0.0002050892,0.9821144,0.005556942,0.009610953],"study_design_scores_gemma":[0.000009562528,0.00001401714,0.0001904152,0.0003386535,0.00001119524,0.0003253957,0.001683788,0.002670922,0.0003326729,0.573731,0.4206612,0.00003112174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007587287,0.009527938,0.7079537,0.02172786,0.003598219,0.0003633589,0.001674464,0.0006920506,0.2468751],"genre_scores_gemma":[0.2942393,0.01426557,0.6306413,0.005092916,0.00139507,0.001269605,0.002631435,0.0008959441,0.04956883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006950519,"threshold_uncertainty_score":0.02735412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054032246","doi":"10.5555/1400549.1400711","title":"The Stochastic Fleet Estimation (SaFE) model","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Task (project management); Computer science; Duration (music); Monte Carlo method; Estimation; Set (abstract data type); Stochastic modelling; Stochastic process; Fleet management; Operations research; Simulation; Engineering; Statistics; Telecommunications; Systems engineering; Mathematics","authors":[{"name":"Slawo Wesolkowski","is_ca":true},{"name":"Andrew Billyard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03794811478032884,"gpt":0.2674939645256965,"spread":0.2295458497453677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783705,0.000839198,0.001046638,0.001211083,0.0004948496,0.001145147,0.00238455,0.001432434,0.003647881],"category_scores_gemma":[0.01191979,0.0007224277,0.001008574,0.001332883,0.001083603,0.002773006,0.001113922,0.001401356,0.0005883003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379379,"about_ca_system_score_gemma":0.001656213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433004,"about_ca_topic_score_gemma":0.007960982,"domain_scores_codex":[0.9979602,0.0008033879,0.00008791962,0.0004248019,0.0004592107,0.0002644325],"domain_scores_gemma":[0.9944581,0.003793003,0.0007170005,0.0004124147,0.0004824242,0.0001371314],"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":[0.00002564222,0.000008022345,0.00063669,0.000008162493,0.00001474711,0.00002125198,0.00001331251,0.9865121,0.0001395159,0.009299147,0.0003344204,0.002987053],"study_design_scores_gemma":[0.000004561051,0.000008994077,0.000193973,0.000002708032,0.000004019685,0.00001426862,0.000004218608,0.9925264,0.00008989622,0.006854129,0.0002914472,0.000005351222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04712498,0.0001266255,0.9483725,0.0002861633,0.00002093225,0.00006497482,0.0008425852,0.0003073096,0.002853893],"genre_scores_gemma":[0.8400748,0.0003834121,0.1486249,0.0001629804,0.0000598272,0.0004548337,0.003627595,0.0001568994,0.006454739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01433004,"threshold_uncertainty_score":0.02849323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986100929","doi":"10.5555/1400549.1400693","title":"Agents with personality and emotional filters for an e-learning environment","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","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 Ottawa","funders":"","keywords":"Personality; Personality type; Psychology; Learning styles; E learning; Process (computing); Experiential learning; Computer science; Human–computer interaction; Cognitive psychology; Mathematics education; Educational technology; Social psychology","authors":[{"name":"Nasser Ghasem-Aghaee","is_ca":false},{"name":"Somayeh Fatahi","is_ca":false},{"name":"Tuncer Ören","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08403696115363592,"gpt":0.2841747852745273,"spread":0.2001378241208914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619191,0.0006244173,0.0003726734,0.0003837406,0.0006428243,0.001524131,0.00044538,0.001208647,0.00419038],"category_scores_gemma":[0.0009844342,0.0002401755,0.0004945561,0.0002719417,0.0006306001,0.001510974,0.0008046493,0.00134732,0.001655243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058522,"about_ca_system_score_gemma":0.0005669659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008740303,"about_ca_topic_score_gemma":0.001179119,"domain_scores_codex":[0.9997135,0.0001236472,0.00002362839,0.00003010384,0.00007625607,0.00003281857],"domain_scores_gemma":[0.9997302,0.0001159972,0.00003014609,0.00002336161,0.00005281195,0.00004753748],"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":[0.00008819849,0.0001219329,0.00239966,0.001397739,0.00006598471,0.001796491,0.001899276,0.01419265,0.01701724,0.6704333,0.02667479,0.2639127],"study_design_scores_gemma":[0.00004322938,0.0002899355,0.00479496,0.0009450944,0.0001722669,0.005127666,0.00142257,0.06293882,0.004462682,0.2154318,0.7042243,0.000146518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03823195,0.05774776,0.6909987,0.01154009,0.002856024,0.0004412068,0.0001883313,0.001470314,0.1965257],"genre_scores_gemma":[0.4400456,0.0531183,0.3919676,0.001943923,0.0009684394,0.0007495745,0.0003367075,0.0001326591,0.1107372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00419038,"threshold_uncertainty_score":0.01401824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911560513","doi":"","title":"Proceedings of the 18th Symposium on Communications & Networking","year":2015,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Big data; The Internet; Computer science; Cloud computing; Entertainment; Social media; World Wide Web; Government (linguistics); Data science; Multimedia","authors":[{"name":"Abdolreza Abhari","is_ca":true},{"name":"Hala ElAarag","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06777791713689756,"gpt":0.3194381093798728,"spread":0.2516601922429753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399281,0.0008842945,0.0007653937,0.001062169,0.001026416,0.003565742,0.0009433738,0.001338193,0.0721026],"category_scores_gemma":[0.002013254,0.0002200637,0.000481406,0.0008983425,0.0005039491,0.001915474,0.0009934524,0.001934992,0.03431817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007336026,"about_ca_system_score_gemma":0.00137053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967423,"about_ca_topic_score_gemma":0.005108056,"domain_scores_codex":[0.9992239,0.0001683504,0.00005699425,0.000114321,0.0003445187,0.00009190009],"domain_scores_gemma":[0.9981868,0.0003098219,0.00006751743,0.0002365626,0.0008354702,0.0003639299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001467464,0.0001332132,0.001026021,0.0002949335,0.00004582808,0.0001784195,0.00009687689,0.0008764798,0.002771122,0.01196898,0.7139237,0.2685376],"study_design_scores_gemma":[0.000007896056,0.00005317194,0.0005354614,0.0001424606,0.00002338848,0.0001596235,0.00007739571,0.002634143,0.0007095185,0.003397393,0.9922466,0.00001290159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01350662,0.09130835,0.08456781,0.02576574,0.159041,0.0004772847,0.002444864,0.003191983,0.6196963],"genre_scores_gemma":[0.05707939,0.0577113,0.03038225,0.003977909,0.02767366,0.0003379204,0.005139952,0.0007087282,0.8169889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0721026,"threshold_uncertainty_score":0.2412072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037920501","doi":"10.5555/1639809.1655388","title":"CD++ repository: an internet based searchable database of DEVS models and their experimental frames","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; USable; Context (archaeology); The Internet; Database; Storage model; Component (thermodynamics); Key (lock); Data modeling; Hierarchy; Context model; World Wide Web; Object (grammar); Modeling and simulation; Simulation; Artificial intelligence","authors":[{"name":"Rachid Chreyh","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.191155691887832,"gpt":0.4304899693699511,"spread":0.2393342774821191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003518492,0.001889845,0.002209286,0.005681679,0.001099512,0.004293181,0.006493875,0.002716327,0.08831501],"category_scores_gemma":[0.01527096,0.001481325,0.001599772,0.00481201,0.0007612674,0.00552053,0.003700949,0.00255827,0.02689575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531121,"about_ca_system_score_gemma":0.003223656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006018987,"about_ca_topic_score_gemma":0.006560028,"domain_scores_codex":[0.9987277,0.0002499443,0.0001928107,0.000253998,0.0004968632,0.00007871413],"domain_scores_gemma":[0.9906769,0.004317693,0.0005807153,0.002568029,0.001469514,0.0003871635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001961096,0.0004636904,0.004128464,0.003052337,0.0002217269,0.001327383,0.0006731909,0.05191608,0.007907368,0.09350464,0.6294221,0.2054219],"study_design_scores_gemma":[0.0007490751,0.0001437323,0.001244591,0.000470943,0.0001563757,0.0004068229,0.0002597328,0.1258232,0.01968174,0.04110978,0.8097098,0.0002441633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01081445,0.001718916,0.3927396,0.001306537,0.0006216282,0.0008215022,0.2925837,0.2444818,0.05491189],"genre_scores_gemma":[0.08521096,0.002992071,0.2773659,0.0007314654,0.0002634257,0.002771693,0.5697118,0.0361472,0.02480543],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08831501,"threshold_uncertainty_score":0.2954431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067357795","doi":"10.5555/1404680.1404736","title":"Simulation of a complex distributed real-time database system","year":2007,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Distributed systems and fault tolerance","field":"Computer Science","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 Northern British Columbia","funders":"","keywords":"Computer science; Turnaround time; Modular design; Distributed computing; Distributed database; Protocol (science); Extensibility; Database transaction; Distributed Computing Environment; Set (abstract data type); Real-time database; Task (project management); Transaction processing; Range (aeronautics); Database; Operating system; Programming language","authors":[{"name":"Waqar Haque","is_ca":true},{"name":"Paul Stokes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04016500919672408,"gpt":0.3065476832229302,"spread":0.2663826740262062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007051082,0.0003391721,0.0006100275,0.0003697484,0.0006445948,0.00120072,0.001254039,0.00111466,0.003755932],"category_scores_gemma":[0.002161929,0.0002802598,0.0004654788,0.0006143897,0.0008324022,0.0009715535,0.0009568553,0.0007094608,0.0003352283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008840469,"about_ca_system_score_gemma":0.001114858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008325808,"about_ca_topic_score_gemma":0.003156046,"domain_scores_codex":[0.9994617,0.0001707105,0.00004430991,0.00009017524,0.0001620421,0.00007109447],"domain_scores_gemma":[0.9985927,0.0007562624,0.00008968773,0.0001685482,0.000226267,0.0001666213],"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":[0.0000935377,0.00006892934,0.001511193,0.0000315407,0.00001997574,0.0001784818,0.0001007154,0.987505,0.002380879,0.00478969,0.0004494734,0.002870631],"study_design_scores_gemma":[0.00003312846,0.00003178867,0.0002515525,0.000002294314,0.000004662864,0.00002695062,0.0000269945,0.9974599,0.0006969537,0.0008258726,0.0006346765,0.000005230917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971565,0.0003274103,0.1808318,0.000745349,0.0001139716,0.0002585517,0.0008940137,0.00147388,0.01819851],"genre_scores_gemma":[0.9632863,0.0001798655,0.03253676,0.00008456755,0.00001220769,0.0001532584,0.0003841244,0.00005252742,0.003310392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008325808,"threshold_uncertainty_score":0.01655471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070813442","doi":"10.5555/1400549.1400635","title":"Modeling and simulating a disease outbreak by learning a contagion parameter-based model","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Outbreak; Computer science; Disease; Infectious disease (medical specialty); Emotional contagion; Process (computing); Epidemic model; Artificial intelligence; Econometrics; Machine learning; Medicine; Virology; Psychology; Mathematics; Environmental health; Social psychology","authors":[{"name":"B. John Oommen","is_ca":true},{"name":"Dragos Calitoiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02714529332967482,"gpt":0.2665708102146451,"spread":0.2394255168849703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009111774,0.0005617028,0.0007603184,0.0005358262,0.0004134767,0.0007719524,0.001141874,0.001728778,0.00286744],"category_scores_gemma":[0.003701104,0.000381977,0.0006854306,0.0004917209,0.0009348954,0.00107103,0.0008946285,0.001177951,0.0001951491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634584,"about_ca_system_score_gemma":0.0007246393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622256,"about_ca_topic_score_gemma":0.007826794,"domain_scores_codex":[0.9997067,0.0001372737,0.00001568632,0.000059824,0.00003034041,0.00005001438],"domain_scores_gemma":[0.9982098,0.001336111,0.0001668073,0.0001019324,0.00009295502,0.00009238377],"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":[0.00002419477,0.00001257511,0.0006906809,0.000006218686,0.0000079894,0.00002064698,0.00001822041,0.9959888,0.0001557509,0.002281592,0.0000519641,0.0007413992],"study_design_scores_gemma":[0.000005418041,0.000006682385,0.00007315827,9.785224e-7,0.000002729631,0.000003130188,0.00000348786,0.9985715,0.00004979231,0.00123536,0.00004603986,0.000001715246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6228743,0.0003082486,0.3658548,0.001293407,0.00007302631,0.0001140374,0.0005094188,0.0004086485,0.008564153],"genre_scores_gemma":[0.9750614,0.0001586546,0.02178309,0.00007119441,0.00001701589,0.0001124517,0.0001838333,0.00002087229,0.002591648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622256,"threshold_uncertainty_score":0.03225631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092733256","doi":"10.5555/1400549.1400613","title":"A formal framework for stochastic DEVS modeling and simulation","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; Formalism (music); Discrete event simulation; Formal specification; Extension (predicate logic); Theoretical computer science; Formal methods; Stochastic process; Formal verification; Modeling and simulation; Distributed computing; Programming language; Mathematics; Simulation","authors":[{"name":"Rodrigo Castro","is_ca":false},{"name":"Ernesto Kofman","is_ca":false},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.267663177093265,"gpt":0.4520412898721667,"spread":0.1843781127789017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006019087,0.001031735,0.0009110286,0.001236533,0.0008721178,0.002942996,0.002644446,0.001374875,0.004601397],"category_scores_gemma":[0.007930513,0.0007413427,0.002141907,0.001220546,0.002541087,0.002991409,0.002532939,0.003392447,0.0009516408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631164,"about_ca_system_score_gemma":0.003131374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486677,"about_ca_topic_score_gemma":0.002387088,"domain_scores_codex":[0.9964141,0.00143286,0.0003894279,0.0003906051,0.001103134,0.0002698249],"domain_scores_gemma":[0.9951934,0.00291019,0.0003428442,0.0006847176,0.0006576765,0.0002111154],"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":[0.000008283799,0.00001478467,0.0001297205,0.00004790559,0.00001364686,0.00008105278,0.00008277265,0.04392613,0.0004152172,0.9470034,0.0007941761,0.007482933],"study_design_scores_gemma":[0.00003315165,0.00004159881,0.00008058445,0.00008255731,0.00002717434,0.0001531822,0.0000431228,0.328465,0.001274002,0.6301749,0.039593,0.00003164203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005213403,0.0001196893,0.99687,0.0002004201,0.00004096799,0.00003540584,0.00009121622,0.0001942173,0.00192676],"genre_scores_gemma":[0.1116911,0.0009767497,0.8808035,0.0003025321,0.0002769052,0.0006803449,0.0006114313,0.0002103684,0.004446979],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006019087,"threshold_uncertainty_score":0.03183234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037845224","doi":"10.5555/1404803.1404846","title":"Constructive simulation versus serious games: a Canadian case study","year":2007,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Constructive; Battle; Command and control; Aviation; Aeronautics; Training (meteorology); Computer science; Operations research; Control (management); Simulation; Engineering; Engineering management; Artificial intelligence; Process (computing); Aerospace engineering; Telecommunications","authors":[{"name":"Paul Roman","is_ca":true},{"name":"Doug Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954418056517261,"gpt":0.4766128952790056,"spread":0.2811710896272795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230525,0.0007471264,0.0004248686,0.002086826,0.01158295,0.003718393,0.002518495,0.00311127,0.006294427],"category_scores_gemma":[0.01114482,0.000317821,0.0005485979,0.005122021,0.003652707,0.001598763,0.002685131,0.001659565,0.000447938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04410556,"about_ca_system_score_gemma":0.03355567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9350331,"about_ca_topic_score_gemma":0.9695183,"domain_scores_codex":[0.9961159,0.00148603,0.0001204342,0.0002189354,0.0009982712,0.001060401],"domain_scores_gemma":[0.9943145,0.002708448,0.0002376712,0.0002026514,0.001418631,0.001118149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002546755,0.00625524,0.0936733,0.002112701,0.0001720109,0.04949031,0.2193674,0.04658792,0.004588497,0.2402887,0.06867781,0.2662394],"study_design_scores_gemma":[0.0006560069,0.002047908,0.07638659,0.001343749,0.0002042637,0.006975181,0.3906688,0.03883786,0.003769376,0.01162209,0.467082,0.0004061847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228476,0.001663338,0.004035756,0.006417296,0.000100786,0.0008135166,0.0008444696,0.00008038782,0.1631969],"genre_scores_gemma":[0.9799073,0.001990942,0.004543866,0.0005077063,0.0000134287,0.0001972921,0.0002428703,0.00003663185,0.01256005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06496692,"threshold_uncertainty_score":0.3200097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912646775","doi":"","title":"Proceedings of the 19th Communications & Networking Symposium","year":2016,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Telecommunications; Pleasure; State (computer science); Jet propulsion; Aeronautics; Operations research; Computer science; Engineering; Engineering ethics; Aerospace engineering; Psychology","authors":[{"name":"Hala ElAarag","is_ca":false},{"name":"Abdolreza Abhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1751754106867372,"gpt":0.4122806358787082,"spread":0.2371052251919711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664206,0.0007985865,0.0006377505,0.000877477,0.001062494,0.003181694,0.0009393333,0.001106743,0.08465169],"category_scores_gemma":[0.001725994,0.0002183197,0.0004588751,0.0006622498,0.0003796405,0.001682521,0.001195416,0.001734655,0.04998514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882763,"about_ca_system_score_gemma":0.001762595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657562,"about_ca_topic_score_gemma":0.004721012,"domain_scores_codex":[0.9992126,0.00014794,0.00004298879,0.0001075853,0.0003836353,0.0001052037],"domain_scores_gemma":[0.9984091,0.0002270121,0.0000511899,0.0001406458,0.0007141866,0.0004578202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008056941,0.00006895044,0.0003886788,0.0001524822,0.00001775938,0.00007657022,0.00005076296,0.0003345931,0.001075901,0.003690047,0.8903844,0.1036793],"study_design_scores_gemma":[0.000006855182,0.0000327794,0.0003735442,0.00009828575,0.00001236194,0.00008184326,0.00005729126,0.0008509335,0.0003814563,0.000989053,0.9971071,0.00000845154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01057534,0.05940514,0.0377164,0.0430235,0.2303758,0.0004283969,0.002658934,0.003349894,0.6124666],"genre_scores_gemma":[0.02641727,0.02864104,0.008464933,0.004170046,0.02595604,0.000270148,0.003732242,0.0004946617,0.9018536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08465169,"threshold_uncertainty_score":0.2831881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972270193","doi":"10.5555/1404595.1404620","title":"Improving the performance of Apache web server","year":2007,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Operating system; Instruction prefetch; Web server; Cache; Page cache; Web page; Static web page; Database; World Wide Web; Cache algorithms; CPU cache; The Internet","authors":[{"name":"Abdolreza Abhari","is_ca":true},{"name":"Adam Serbinski","is_ca":true},{"name":"Miso Gusic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02902312219517372,"gpt":0.2764486911011595,"spread":0.2474255689059858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373893,0.001043194,0.0006966369,0.001122308,0.0005943896,0.001595292,0.00191272,0.0004714488,0.002061497],"category_scores_gemma":[0.009994157,0.0004363877,0.0002594688,0.001354129,0.0003662472,0.002569262,0.001073391,0.0008324232,0.001494899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009012561,"about_ca_system_score_gemma":0.002021823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060046,"about_ca_topic_score_gemma":0.002974635,"domain_scores_codex":[0.9969329,0.0005205159,0.0002586547,0.0002821663,0.001522044,0.0004838042],"domain_scores_gemma":[0.9946683,0.0009225793,0.000187671,0.0008489834,0.002964696,0.0004077182],"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":[0.003636573,0.001779993,0.06113728,0.0006578917,0.0003159787,0.001186321,0.0008517409,0.09537505,0.3117371,0.006862512,0.05105904,0.4654005],"study_design_scores_gemma":[0.0002708094,0.001091068,0.03135927,0.00006788408,0.0001687474,0.0006248865,0.000365852,0.7267831,0.2119748,0.002347554,0.02477548,0.0001706046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846629,0.001816073,0.07715511,0.0006004858,0.0003969597,0.0003425163,0.0004892102,0.05537126,0.01719932],"genre_scores_gemma":[0.9683561,0.0003632604,0.0260102,0.00007138098,0.00006807636,0.00006247336,0.0007943771,0.0009904125,0.003283777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006060046,"threshold_uncertainty_score":0.01255447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079204292","doi":"10.5555/1400549.1400621","title":"Fault-tolerance and reconfiguration of circulant graphs and hypercubes","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Hypercube; Circulant matrix; Control reconfiguration; Computer science; Fault tolerance; Interconnection; Parallel computing; Theoretical computer science; Distributed computing; Algorithm; Computer network; Embedded system","authors":[{"name":"Abdel Aziz Farrag","is_ca":true},{"name":"Shituo Lou","is_ca":true},{"name":"Yao Qi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581686231883916,"gpt":0.2477439115306207,"spread":0.2119270492117815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486903,0.0004033054,0.0003399866,0.0005672668,0.0004186881,0.0006197072,0.0004574991,0.000540407,0.00139539],"category_scores_gemma":[0.001483483,0.0001796718,0.0004060053,0.0006551994,0.0005497065,0.0007510376,0.0004416203,0.000405275,0.0002590286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005976429,"about_ca_system_score_gemma":0.0005139533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766741,"about_ca_topic_score_gemma":0.001759615,"domain_scores_codex":[0.9995394,0.0001874136,0.00002093846,0.00006916096,0.0001161255,0.0000669277],"domain_scores_gemma":[0.9995413,0.0001849294,0.00008569191,0.0000877176,0.00006925289,0.00003117001],"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":[0.00008788623,0.00004219628,0.0005860336,0.0001301462,0.00003884827,0.0003213657,0.0001167352,0.5899222,0.02214099,0.3284599,0.002688333,0.0554653],"study_design_scores_gemma":[0.00002589206,0.00007389093,0.0004012033,0.00001810314,0.000017448,0.0002001618,0.00004810766,0.8470225,0.008339755,0.1341585,0.009669453,0.00002505795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09115822,0.001109708,0.8899205,0.0002371234,0.000193478,0.00005516953,0.00008129738,0.0005433765,0.01670116],"genre_scores_gemma":[0.7876945,0.001538157,0.2034122,0.0001590111,0.0001377623,0.0001223437,0.0002414483,0.0001148963,0.006579779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001766741,"threshold_uncertainty_score":0.004668117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037481200","doi":"10.5555/1400549.1400696","title":"CD++Modeler: a graphical toolkit to develop DEVS models","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; Formalism (music); Discrete event simulation; Modeling and simulation; Object-oriented modeling; Software; Software engineering; Programming language; Simulation","authors":[{"name":"Kiril Kidisyuk","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3172910236264324,"gpt":0.4296807991654119,"spread":0.1123897755389795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174139,0.001354328,0.0009511395,0.001366138,0.0006741362,0.002029428,0.003642685,0.001347043,0.04067064],"category_scores_gemma":[0.00520568,0.001468844,0.001627111,0.00100597,0.0005443557,0.002043163,0.002221188,0.003161917,0.009596378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008418318,"about_ca_system_score_gemma":0.002112699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005100593,"about_ca_topic_score_gemma":0.006624424,"domain_scores_codex":[0.9992229,0.0001970099,0.00009163473,0.0001065324,0.000298855,0.00008308198],"domain_scores_gemma":[0.9978946,0.00121287,0.0001052229,0.0002786737,0.0004014349,0.0001071228],"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":[0.0003933821,0.0002933578,0.002938074,0.002187545,0.0002384655,0.0006005795,0.0008873079,0.3939887,0.01490787,0.2211654,0.1962387,0.1661607],"study_design_scores_gemma":[0.0001938853,0.00004528082,0.0003284235,0.0001720868,0.00005338495,0.0002283788,0.00004887645,0.5687689,0.008947751,0.03915321,0.3819644,0.0000953812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00154884,0.0001288111,0.9440502,0.0001967412,0.00009383422,0.0002420202,0.004599724,0.03990022,0.009239708],"genre_scores_gemma":[0.03640017,0.0007861437,0.9122094,0.0002646665,0.00005868534,0.001779019,0.0137424,0.01783276,0.01692671],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04067064,"threshold_uncertainty_score":0.1360568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997488760","doi":"10.5555/1400549.1400611","title":"RMobiGen: a trace generation, visualization, and performance analysis tool for random mobility models","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","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 Northern British Columbia","funders":"","keywords":"Computer science; Credibility; Mobility model; TRACE (psycholinguistics); Visualization; Generator (circuit theory); Simulation software; Component (thermodynamics); Discrete event simulation; Software; Distributed computing; Data visualization; Human–computer interaction; Simulation; Data mining","authors":[{"name":"Alex Aravind","is_ca":true},{"name":"Xiang Cui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07629309336313099,"gpt":0.2917831664658952,"spread":0.2154900731027642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021733,0.001476207,0.0008977994,0.002250198,0.0004059068,0.001055664,0.002585016,0.0009447806,0.009756496],"category_scores_gemma":[0.009727827,0.0007955935,0.0007805806,0.001127806,0.0004405582,0.001659849,0.001416089,0.001606523,0.002098032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651292,"about_ca_system_score_gemma":0.00113234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711145,"about_ca_topic_score_gemma":0.002406687,"domain_scores_codex":[0.9989951,0.0003391723,0.00009672291,0.0001025883,0.0003913137,0.00007511109],"domain_scores_gemma":[0.9962999,0.002453837,0.0002599436,0.0004923012,0.0003733817,0.0001205224],"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":[0.0007327588,0.0005507237,0.006244238,0.001095388,0.0002638563,0.001092518,0.001164745,0.4950727,0.01616956,0.04005109,0.1011846,0.3363778],"study_design_scores_gemma":[0.0001219787,0.00007665039,0.0003790815,0.00006383849,0.00002205269,0.0001941849,0.00003690744,0.9633932,0.008274553,0.006408148,0.0209806,0.00004895591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006409459,0.00009363319,0.8888785,0.0001662824,0.00006093188,0.0001897448,0.001441841,0.1006184,0.002141155],"genre_scores_gemma":[0.188504,0.0005608331,0.7821255,0.0002097112,0.00005284857,0.001318945,0.005453516,0.01800137,0.003773317],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009756496,"threshold_uncertainty_score":0.03263879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090874605","doi":"10.5555/1400549.1400624","title":"Combining two forms of simulation to predict the potential impact of interface design on technology-induced error in healthcare","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"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":"Usability; Computer science; Interface (matter); Health care; Medical prescription; Human error; User interface; Word error rate; Simulation; Phase (matter); Human–computer interaction; Data mining; Risk analysis (engineering); Artificial intelligence; Medicine","authors":[{"name":"André Kushniruk","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"James G. Anderson","is_ca":false},{"name":"Marilyn M. Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1597112849371471,"gpt":0.4898633760250282,"spread":0.3301520910878811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00327035,0.0008969034,0.000706744,0.001326351,0.0002930715,0.001405661,0.0006890905,0.001301194,0.001933695],"category_scores_gemma":[0.03090029,0.0005425018,0.0008668797,0.0006911656,0.0007817359,0.001421332,0.001023916,0.0008068913,0.0002452149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285758,"about_ca_system_score_gemma":0.001433834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006882705,"about_ca_topic_score_gemma":0.004167548,"domain_scores_codex":[0.997186,0.001893445,0.0001809468,0.0001866962,0.0004327453,0.0001201836],"domain_scores_gemma":[0.9697371,0.02634467,0.001348271,0.001358034,0.001002704,0.0002091949],"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":[0.0001976313,0.0002041727,0.01181642,0.00008971839,0.0000750035,0.00003465731,0.0002243663,0.9698589,0.0009672138,0.003327511,0.0001222511,0.01308218],"study_design_scores_gemma":[0.00003020271,0.0002737347,0.001674948,0.00002432997,0.00001961727,0.00003059693,0.00006122087,0.9943842,0.0009393558,0.002179177,0.0003587727,0.00002380779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5224971,0.0003123475,0.4679294,0.0005930974,0.00008200669,0.0006591506,0.0002741027,0.0005300264,0.007122697],"genre_scores_gemma":[0.9231862,0.0002079267,0.07500147,0.00007561213,0.00001612807,0.0005376557,0.0001619144,0.00002605754,0.0007869984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006882705,"threshold_uncertainty_score":0.01729542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W172706334","doi":"","title":"Proceedings of the 2012 Symposium on Emerging Applications of M&S in Industry and Academia Symposium","year":2012,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Variety (cybernetics); Engineering ethics; Government (linguistics); Panel discussion; Engineering; Engineering management; Computer science; Political science; Library science; Business","authors":[{"name":"Fancesco Longo","is_ca":false},{"name":"Rafael Dı́az","is_ca":false},{"name":"Tuncer Ören","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07544672561057594,"gpt":0.3947908181166926,"spread":0.3193440925061167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002641404,0.0009213678,0.000832181,0.001391964,0.001193187,0.004775338,0.0009880912,0.00162903,0.08002356],"category_scores_gemma":[0.002566599,0.0003263801,0.0006343295,0.001101455,0.0004528583,0.002245187,0.001828528,0.001736554,0.02847755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146061,"about_ca_system_score_gemma":0.002150256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942237,"about_ca_topic_score_gemma":0.008552042,"domain_scores_codex":[0.9988978,0.0003093707,0.00006030857,0.0001141456,0.0004814907,0.0001369441],"domain_scores_gemma":[0.9978467,0.0003024201,0.00006016313,0.0001786674,0.0009960135,0.0006160116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002803692,0.0003003003,0.002215494,0.0002771005,0.00004193726,0.0002367376,0.0003369861,0.001313576,0.003695059,0.01011255,0.7190166,0.2621733],"study_design_scores_gemma":[0.00001645449,0.000119507,0.001834385,0.0001208656,0.00003028381,0.0002031888,0.0002554545,0.004157176,0.001463125,0.002928847,0.9888498,0.00002096786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04074135,0.05819867,0.1285319,0.05977213,0.1007751,0.0006908938,0.002255453,0.005435343,0.6035991],"genre_scores_gemma":[0.08907682,0.02478474,0.0333434,0.003039208,0.01153864,0.0002224515,0.003621561,0.0007626947,0.8336105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08002356,"threshold_uncertainty_score":0.2677054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2435986133","doi":"10.5555/1639809.1655373","title":"Aircraft evacuation DEVS implementation & visualization","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Visualization; Python (programming language); Computer science; Data visualization; Graphical user interface; Simulation; Modeling and simulation; Operating system; Data mining","authors":[{"name":"Patrick Castonguay","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1697149502308259,"gpt":0.5192394494646922,"spread":0.3495244992338664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330404,0.0005870266,0.0004212283,0.000418218,0.0004319882,0.0012819,0.001511935,0.0004613868,0.0164708],"category_scores_gemma":[0.004617538,0.0005502441,0.0005729246,0.0003459883,0.0003681029,0.0008300692,0.001620895,0.001374302,0.002028343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006100615,"about_ca_system_score_gemma":0.0010407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630628,"about_ca_topic_score_gemma":0.003739168,"domain_scores_codex":[0.9995456,0.0001070445,0.00004713051,0.00007169719,0.000172051,0.00005640757],"domain_scores_gemma":[0.9986584,0.0004440134,0.00003430231,0.0004228305,0.0003349519,0.000105379],"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":[0.001190249,0.0008329176,0.01999799,0.001379689,0.0001999925,0.001156888,0.003024179,0.4528131,0.04704256,0.04941983,0.1306161,0.2923266],"study_design_scores_gemma":[0.0002699477,0.0001766109,0.003995412,0.00010408,0.00004241651,0.0001777926,0.0003637635,0.6998233,0.06150917,0.00848548,0.2249628,0.0000893093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2118368,0.0001972079,0.5064149,0.00137906,0.0007434391,0.001035621,0.01428321,0.1763301,0.08777964],"genre_scores_gemma":[0.6809924,0.0004047315,0.2676739,0.0002694895,0.00005839167,0.001262114,0.01684203,0.01042629,0.02207074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0164708,"threshold_uncertainty_score":0.05510026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071102785","doi":"10.5555/1400549.1400700","title":"ECD++ a DEVS based real-time simulator for embedded systems","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; Automaton; Formalism (music); Formal specification; Software; Embedded system; Discrete event simulation; Modeling and simulation; Real-time computing; Programming language; Simulation; Theoretical computer science","authors":[{"name":"Mohammad Moallemi","is_ca":true},{"name":"J. Marcelo Gutierrez-Alcaraz","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2272784623673342,"gpt":0.4348290810459116,"spread":0.2075506186785774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733466,0.0007818245,0.0005248536,0.0004462558,0.0002714063,0.0008303417,0.001998867,0.0007378904,0.01202301],"category_scores_gemma":[0.002013432,0.0005135851,0.0008136802,0.0003610546,0.0004145838,0.0007233322,0.0008081298,0.001495993,0.002072531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830167,"about_ca_system_score_gemma":0.001058714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689508,"about_ca_topic_score_gemma":0.002543619,"domain_scores_codex":[0.9995547,0.0001057787,0.00004858189,0.0000580567,0.0001822182,0.00005070498],"domain_scores_gemma":[0.9991115,0.0004348955,0.00005735444,0.0001336635,0.0002028704,0.000059747],"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":[0.000449145,0.0002143379,0.003385585,0.001040422,0.0001528372,0.0005585222,0.0002913188,0.737415,0.02482844,0.09686641,0.03871196,0.09608605],"study_design_scores_gemma":[0.0001580409,0.00007797856,0.0002792703,0.00004361928,0.00002957986,0.0001553872,0.00001577082,0.8642495,0.0176532,0.007827391,0.1094804,0.0000297224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01140512,0.0002276348,0.9536545,0.0001712457,0.0002195132,0.0002669737,0.002371317,0.01850739,0.01317631],"genre_scores_gemma":[0.1991488,0.0007646771,0.7598091,0.0003346734,0.00006382862,0.00170232,0.009598874,0.004759495,0.02381833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01202301,"threshold_uncertainty_score":0.04022098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078438985","doi":"10.5555/1400549.1400661","title":"Using simulation to evaluate traffic engineering management services in maritime networks","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Communications Research Centre Canada","funders":"","keywords":"Network traffic simulation; Computer science; Traffic generation model; Computer network; Quality of service; Traffic engineering; Multiprotocol Label Switching; Network traffic control; Traffic shaping; Internet traffic engineering; Queueing theory; Traffic optimization; Floating car data; Engineering; Transport engineering; Traffic congestion","authors":[{"name":"David Kidston","is_ca":true},{"name":"Thomas Kunz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03528268473231966,"gpt":0.2788323147481344,"spread":0.2435496300158147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749775,0.0008500038,0.0005398109,0.0009124785,0.0004097018,0.0008626599,0.0006621318,0.000813591,0.0008497086],"category_scores_gemma":[0.006178758,0.00026369,0.0003667313,0.0007805601,0.0005345963,0.0008394879,0.0004741164,0.0006319977,0.0001011934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777562,"about_ca_system_score_gemma":0.0008311044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209505,"about_ca_topic_score_gemma":0.006572812,"domain_scores_codex":[0.9988954,0.0006855149,0.00004903667,0.00006047925,0.000196526,0.0001129979],"domain_scores_gemma":[0.9946039,0.004232768,0.0002571248,0.0002750089,0.0005053151,0.0001258344],"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":[0.0001394521,0.0001445836,0.003636634,0.00002671657,0.00003136599,0.00003162307,0.00005455848,0.9886222,0.001349028,0.001589811,0.0001261509,0.004247847],"study_design_scores_gemma":[0.00001343308,0.00009795936,0.0003682307,0.000004594235,0.000009087177,0.000005963496,0.00002663941,0.9973507,0.001570735,0.0003643306,0.0001830944,0.000005250925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965691,0.0001635427,0.02748545,0.0001412406,0.00004702919,0.0001258119,0.0002687163,0.0003065209,0.005770727],"genre_scores_gemma":[0.9896632,0.0001229694,0.009406789,0.0000216754,0.000004960737,0.00009690321,0.0001809865,0.00001886743,0.0004836908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01209505,"threshold_uncertainty_score":0.02404934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075890501","doi":"10.5555/1400549.1400557","title":"An agent-based geosimulation multidisciplinary approach to support scenarios evaluation in dynamic virtual geographic environments","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":4,"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":"Computer science; Multidisciplinary approach; Decision support system; Geographic information system; Human–computer interaction; Management science; Data science; Artificial intelligence; Engineering; Geography","authors":[{"name":"Hedi Haddad","is_ca":true},{"name":"Bernard Moulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05589218364656026,"gpt":0.3118772645465194,"spread":0.2559850808999592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370098,0.0005466387,0.0004429813,0.0007384462,0.0007149326,0.001425392,0.001626298,0.0008727034,0.002992179],"category_scores_gemma":[0.002767646,0.0003203972,0.0007324329,0.0004914948,0.0007751221,0.001696384,0.001789996,0.0010276,0.000410133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614102,"about_ca_system_score_gemma":0.001095581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206138,"about_ca_topic_score_gemma":0.002470532,"domain_scores_codex":[0.9992501,0.0004271152,0.00003950325,0.00006974079,0.0001816181,0.00003177038],"domain_scores_gemma":[0.9990946,0.0004497441,0.0000882741,0.0001360724,0.0001445251,0.00008685168],"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":[0.00005676142,0.00009296305,0.0007067324,0.0001083205,0.0000993399,0.0001445948,0.0003397199,0.7542709,0.00632203,0.2010139,0.0008235638,0.03602111],"study_design_scores_gemma":[0.00001429981,0.00002912739,0.00007805054,0.00001392981,0.00001500511,0.00003004729,0.00005137969,0.9646252,0.001644121,0.02694442,0.006539989,0.00001443691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00494774,0.00005411102,0.9906445,0.0001833657,0.00002193045,0.0000609275,0.0000211629,0.0002077839,0.003858533],"genre_scores_gemma":[0.3042576,0.0002211976,0.6922248,0.0001066683,0.00002425524,0.0003743455,0.00007754574,0.00007833198,0.002635263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002992179,"threshold_uncertainty_score":0.01000983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046011793","doi":"10.5555/1639809.1655402","title":"Developing a general purpose simulation model for steel pipe-rack installation","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Rack; Piping; Engineering; Resource (disambiguation); Software; Duration (music); Instrumentation (computer programming); Computer science; Mechanical engineering","authors":[{"name":"Reza Dehghan","is_ca":true},{"name":"Fereshteh Khoramshahi","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04827660631532425,"gpt":0.2933228073973925,"spread":0.2450462010820683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070388,0.0007770579,0.0008640634,0.0005459475,0.0006568766,0.0009682937,0.001401751,0.001431483,0.005610763],"category_scores_gemma":[0.001189108,0.0006904339,0.001120565,0.0008253594,0.0004441222,0.0008779655,0.0006885122,0.00089926,0.0008335182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264191,"about_ca_system_score_gemma":0.002513317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02411436,"about_ca_topic_score_gemma":0.01556669,"domain_scores_codex":[0.999759,0.00006711033,0.00001652353,0.00003845488,0.00007849218,0.00004027413],"domain_scores_gemma":[0.9995903,0.0001815334,0.0000364843,0.00003620648,0.0001248568,0.00003054611],"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":[0.00001540563,0.00001380043,0.0003269819,0.00001594235,0.000005487579,0.00002626395,0.00002147087,0.995308,0.0006163905,0.001578951,0.0002112741,0.001860084],"study_design_scores_gemma":[0.000007089223,0.000006022028,0.00006201659,0.000002788218,0.000003011989,0.000005357216,0.000005585391,0.9982409,0.0003821026,0.0002667363,0.001014967,0.00000336772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.122296,0.0002200695,0.8368335,0.0003242905,0.0001311968,0.0003701649,0.001778333,0.004366493,0.03368002],"genre_scores_gemma":[0.7559357,0.0005589311,0.2240637,0.00009114289,0.00002980882,0.0009348844,0.002443267,0.0005990191,0.01534351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02411436,"threshold_uncertainty_score":0.047948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065547481","doi":"10.5555/1400549.1400692","title":"A simple scheme for routing and wavelength assignment in WDM networks","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Blocking (statistics); Computer science; Routing and wavelength assignment; Wavelength-division multiplexing; Dijkstra's algorithm; Node (physics); Computer network; Simple (philosophy); Routing (electronic design automation); Path (computing); Scheme (mathematics); Shortest path problem; Algorithm; Distributed computing; Wavelength; Theoretical computer science; Mathematics; Graph; Engineering","authors":[{"name":"Khaled Maamoun","is_ca":true},{"name":"Hussein T. Mouftah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03098764807603214,"gpt":0.2650530774060488,"spread":0.2340654293300167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006095414,0.0005875721,0.0006250964,0.0007411932,0.001053773,0.000904137,0.00147434,0.001035715,0.00403172],"category_scores_gemma":[0.001259377,0.0003599284,0.0005003767,0.0009106147,0.0009848985,0.001491574,0.001682946,0.001120069,0.001944727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364678,"about_ca_system_score_gemma":0.0007480761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005813861,"about_ca_topic_score_gemma":0.001212654,"domain_scores_codex":[0.9992437,0.0001599734,0.00004658073,0.0001433335,0.0003566355,0.00004979319],"domain_scores_gemma":[0.9996449,0.00005624508,0.0000399039,0.0001732814,0.00005694994,0.00002871304],"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":[0.0002234414,0.0002570873,0.0003339504,0.0003927784,0.00007118334,0.0002763415,0.0003154787,0.03315545,0.1724817,0.346158,0.007248438,0.4390861],"study_design_scores_gemma":[0.000323446,0.0008245902,0.001287933,0.0000757946,0.0001368611,0.001470578,0.00009175268,0.4144284,0.07939091,0.3015964,0.2001423,0.0002308418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006697939,0.0002135875,0.9873237,0.0001969089,0.0002654631,0.0002970489,0.0000729512,0.0009150773,0.004017334],"genre_scores_gemma":[0.0943801,0.0002897534,0.8939528,0.0001600275,0.0001078064,0.0004758255,0.000124267,0.0001123929,0.01039706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00403172,"threshold_uncertainty_score":0.01348746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056467377","doi":"10.5555/1400549.1400695","title":"Architectural model for grid resources discovery","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grid computing; Semantic grid; DRMAA; Computer science; Grid; World Wide Web; Web service; Shared resource; Data grid; Architecture; Resource (disambiguation); Distributed computing; Services computing; Database; Data science; Operating system; Semantic Web; Computer network","authors":[{"name":"Syed Saadat Bokhari","is_ca":true},{"name":"Alexander Ferworn","is_ca":true},{"name":"Abdolreza Abhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06453055873271218,"gpt":0.2836484338941244,"spread":0.2191178751614122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840652,0.0005730161,0.0005406968,0.001164318,0.001668686,0.00591464,0.002759149,0.002439732,0.005022218],"category_scores_gemma":[0.002247325,0.000552307,0.001125212,0.002067673,0.002225297,0.005118765,0.003314545,0.002381912,0.002868022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579505,"about_ca_system_score_gemma":0.003031616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069687,"about_ca_topic_score_gemma":0.00738875,"domain_scores_codex":[0.9984494,0.0004576654,0.0001673487,0.0002504573,0.0004983841,0.0001767229],"domain_scores_gemma":[0.9991544,0.0001424998,0.00006060552,0.0002526845,0.0002553996,0.00013438],"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":[0.00001340847,0.00001805739,0.0001982011,0.00005513781,0.00001484423,0.0001695379,0.0002361886,0.01388363,0.0006437589,0.9732994,0.003640394,0.007827391],"study_design_scores_gemma":[0.0000377597,0.00003282241,0.0002202414,0.00008441811,0.00004250696,0.000359625,0.000295376,0.1752888,0.0008504712,0.6244087,0.1983354,0.00004397178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006955748,0.001118887,0.9048893,0.006313061,0.0003191166,0.0002573824,0.0003531979,0.001796554,0.07799675],"genre_scores_gemma":[0.2436063,0.002962316,0.6954188,0.001326144,0.0002909313,0.0009211681,0.001453577,0.0004148456,0.05360594],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007069687,"threshold_uncertainty_score":0.01871574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041132750","doi":"10.5555/1400549.1400617","title":"Experiences with the DEVStone benchmark","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Benchmark (surveying); DEVS; Computer science; Modular design; Metric (unit); Variety (cybernetics); Set (abstract data type); Process (computing); Modeling and simulation; Discrete event simulation; Distributed computing; Simulation; Programming language; Artificial intelligence; Engineering","authors":[{"name":"Marcelo Gutierrez-Alcaraz","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1688163703236138,"gpt":0.4044594372441228,"spread":0.235643066920509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007174915,0.0009004663,0.0006009776,0.0008942437,0.0008030178,0.001668013,0.003327951,0.001057007,0.004228061],"category_scores_gemma":[0.01623773,0.0004304403,0.0006677194,0.00135603,0.0008910546,0.002002304,0.001926211,0.001600885,0.0009723188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640532,"about_ca_system_score_gemma":0.001124995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007297449,"about_ca_topic_score_gemma":0.009295457,"domain_scores_codex":[0.9963133,0.001910533,0.0002046947,0.0003313934,0.0009375616,0.0003025532],"domain_scores_gemma":[0.991304,0.004880846,0.0001402568,0.00148027,0.001672969,0.0005216692],"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":[0.0024529,0.002434703,0.02424541,0.001521221,0.0002766243,0.001085198,0.002612821,0.4681235,0.01695116,0.08851031,0.09887731,0.2929089],"study_design_scores_gemma":[0.0006716823,0.001648258,0.006252668,0.0002787741,0.00007996078,0.0005069206,0.001093283,0.6590368,0.0358553,0.03607984,0.2583491,0.0001474475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7404686,0.003330766,0.1170134,0.004111724,0.0006951472,0.0004620387,0.006297948,0.01445326,0.1131671],"genre_scores_gemma":[0.848398,0.001292216,0.1223682,0.0005110627,0.0000682,0.0002312463,0.01333091,0.00229824,0.01150194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007297449,"threshold_uncertainty_score":0.03794497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974722603","doi":"10.5555/1639809.1639860","title":"Selecting GVT interval for time-warp-based distributed simulation using reinforcement learning technique","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Timestamp; Interval (graph theory); Computation; Reinforcement learning; Overhead (engineering); Process (computing); Distributed computing; Simple (philosophy); Real-time computing; Parallel computing; Algorithm; Artificial intelligence; Mathematics","authors":[{"name":"Jun Wang","is_ca":true},{"name":"Carl Tropper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1416199438962836,"gpt":0.4401805692379891,"spread":0.2985606253417055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504792,0.0004920787,0.0007237659,0.0005391128,0.0004035319,0.0004964427,0.0009164259,0.0004683464,0.000740627],"category_scores_gemma":[0.004308408,0.0002350883,0.0002566281,0.0003473872,0.0005129955,0.0006877676,0.0006491195,0.0007991086,0.0001418769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481939,"about_ca_system_score_gemma":0.0008042315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958479,"about_ca_topic_score_gemma":0.001664705,"domain_scores_codex":[0.999379,0.000236242,0.00003891591,0.0001034272,0.000183291,0.0000589701],"domain_scores_gemma":[0.9985312,0.0008446123,0.0001844387,0.0001204855,0.0002271226,0.00009219081],"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":[0.0002752078,0.0001750954,0.002437113,0.00006671941,0.0000421096,0.0001165642,0.0001943755,0.8364853,0.01360988,0.007895313,0.000521966,0.1381804],"study_design_scores_gemma":[0.00002433037,0.00003707904,0.00009556398,0.000003315663,0.000006155731,0.00001330812,0.000007167353,0.9962733,0.002199079,0.001098911,0.0002361794,0.000005585599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03331576,0.0000776352,0.9652464,0.0000514633,0.00001405627,0.00006775648,0.000006195567,0.0004046599,0.0008160386],"genre_scores_gemma":[0.8008292,0.00007137905,0.1984802,0.00003026466,0.00001151481,0.0001515715,0.00002120094,0.00003754814,0.0003669795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001958479,"threshold_uncertainty_score":0.007958233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W194824684","doi":"10.5555/2048476.2048484","title":"DEVS for AUTOSAR platform modelling","year":2011,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Software System Performance and Reliability","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":"McGill University","funders":"","keywords":"AUTOSAR; DEVS; Software deployment; Automotive industry; Computer science; Embedded system; Software; Architecture; Software engineering; Software architecture; Systems engineering; Engineering; Operating system; Simulation; Modeling and simulation","authors":[{"name":"Joachim Denil","is_ca":false},{"name":"Hans Vangheluwe","is_ca":true},{"name":"Pieter Ramaekers","is_ca":false},{"name":"Paul De Meulenaere","is_ca":false},{"name":"Serge Demeyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1545276061980242,"gpt":0.2906067382150799,"spread":0.1360791320170557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347438,0.001247866,0.0005266562,0.0007923699,0.0004037333,0.001388838,0.001737263,0.0009130016,0.01690351],"category_scores_gemma":[0.002793967,0.0006981648,0.001561777,0.0005068231,0.0004033221,0.001161704,0.001196175,0.002143433,0.00466474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365351,"about_ca_system_score_gemma":0.001228971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003381652,"about_ca_topic_score_gemma":0.004512523,"domain_scores_codex":[0.9993731,0.0001909605,0.00009183206,0.00007196058,0.0002127294,0.00005932812],"domain_scores_gemma":[0.9989261,0.0004681474,0.00009300701,0.000237639,0.000235586,0.00003957343],"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":[0.0002055369,0.0001485082,0.003062236,0.0009945348,0.0001171005,0.001012126,0.0006744354,0.45838,0.01500137,0.3795027,0.03937407,0.1015274],"study_design_scores_gemma":[0.00007577605,0.00006007501,0.0003695737,0.0001363792,0.0000295038,0.0003035966,0.00008081687,0.6496675,0.009517194,0.04414341,0.2955816,0.00003457907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005302143,0.0002195441,0.9667864,0.0002645726,0.0001407158,0.0001907773,0.004280196,0.01074913,0.01206659],"genre_scores_gemma":[0.144308,0.001223003,0.8047585,0.0002733304,0.0001199407,0.001308183,0.02068085,0.005319082,0.02200907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01690351,"threshold_uncertainty_score":0.05654788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054815985","doi":"10.5555/1639809.1639942","title":"Adaptive web navigation","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Data Management and Algorithms","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":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Expansive; Task (project management); Field (mathematics); Preprocessor; Web application; Range (aeronautics); The Internet; Data mining; World Wide Web; Artificial intelligence; Engineering; Systems engineering","authors":[{"name":"Shilpi Verma","is_ca":true},{"name":"Sonal Patel","is_ca":true},{"name":"Abdolreza Abhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03511111319707586,"gpt":0.2870446643619927,"spread":0.2519335511649168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009598584,0.0005868202,0.0007880296,0.001125337,0.0007126847,0.001447284,0.001630342,0.001057847,0.005252203],"category_scores_gemma":[0.004755619,0.000402561,0.0006628879,0.001413245,0.0006680816,0.002283874,0.001394331,0.001099538,0.002365445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617137,"about_ca_system_score_gemma":0.000858577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003948258,"about_ca_topic_score_gemma":0.005391506,"domain_scores_codex":[0.9987254,0.0002985296,0.00005434502,0.000371452,0.0004677863,0.00008259754],"domain_scores_gemma":[0.9976446,0.0008222471,0.0001199531,0.0007677309,0.0005392854,0.0001061124],"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":[0.0002113413,0.0004022729,0.006888734,0.0002995432,0.0002119604,0.0002275018,0.0002421897,0.113327,0.02489421,0.03967095,0.01303645,0.8005879],"study_design_scores_gemma":[0.00004363398,0.0001524251,0.002627224,0.00004560063,0.00008554345,0.000622949,0.0001214845,0.9119385,0.009953681,0.03764021,0.03670493,0.00006374327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01100265,0.0006061194,0.9772329,0.0001527714,0.0001026188,0.0001034012,0.00009111208,0.002702193,0.008006272],"genre_scores_gemma":[0.3721729,0.001694439,0.6054731,0.0002860175,0.0001945813,0.0002100686,0.000598255,0.0005049562,0.01886573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005252203,"threshold_uncertainty_score":0.01757038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806580433","doi":"10.5555/3213214.3213224","title":"Introduction to parallel DEVS modelling and simulation","year":2018,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"DEVS; Rotation formalisms in three dimensions; Computer science; Formalism (music); Python (programming language); Theoretical computer science; Discrete event simulation; Modularity (biology); Modeling and simulation; Distributed computing; Programming language; Simulation; Mathematics","authors":[{"name":"Yentl Van Tendeloo","is_ca":false},{"name":"Hans Vangheluwe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1684304203233771,"gpt":0.4277329648860991,"spread":0.2593025445627219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001874946,0.00128166,0.0009422263,0.001069249,0.0009124998,0.003082432,0.00273168,0.001672627,0.02497958],"category_scores_gemma":[0.004993525,0.00109255,0.002831906,0.001668484,0.00165191,0.002915448,0.002837044,0.004528875,0.00778518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544763,"about_ca_system_score_gemma":0.002178364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004259814,"about_ca_topic_score_gemma":0.002643235,"domain_scores_codex":[0.9983536,0.0004166965,0.0001630887,0.0002644058,0.000664919,0.0001374059],"domain_scores_gemma":[0.9983718,0.0008545672,0.00008982495,0.0002857777,0.0003035926,0.00009442391],"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":[0.00004481548,0.00003530212,0.000617384,0.0006501076,0.00006428066,0.0002499819,0.0003581696,0.09321016,0.001824077,0.8043725,0.02438504,0.07418816],"study_design_scores_gemma":[0.00002340215,0.00002072021,0.0002039236,0.0002546255,0.0000218962,0.0002798916,0.00004653719,0.1787871,0.00188649,0.3337082,0.4847288,0.00003832216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007008986,0.001714478,0.9655403,0.001040774,0.000371918,0.0001256727,0.001010811,0.002646579,0.02684846],"genre_scores_gemma":[0.04692534,0.01021225,0.9033256,0.0008300379,0.0008724066,0.001087427,0.003570312,0.002613603,0.03056306],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02497958,"threshold_uncertainty_score":0.08356506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093271464","doi":"10.5555/1400549.1400562","title":"Epidemic propagation of west nile virus using a multi-agent geo-simulation under various short-term climate scenarios","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"West Nile virus; Context (archaeology); Computer science; Term (time); Transmission (telecommunications); Geography; Virus; Biology; Telecommunications; Virology","authors":[{"name":"Mondher Bouden","is_ca":true},{"name":"Bernard Moulin","is_ca":true},{"name":"Pierre Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09542483588981152,"gpt":0.3535386745777114,"spread":0.2581138386878998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005582109,0.0004810301,0.0002818182,0.000394626,0.0005449732,0.000697542,0.0006002039,0.0006963952,0.001491442],"category_scores_gemma":[0.001238279,0.0002053622,0.0003792074,0.0003056323,0.0003891254,0.0005327084,0.0004383123,0.0004724598,0.0001050801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871258,"about_ca_system_score_gemma":0.001213688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1636596,"about_ca_topic_score_gemma":0.1195114,"domain_scores_codex":[0.9998612,0.00006560877,0.000007948302,0.00002135195,0.0000190427,0.00002466667],"domain_scores_gemma":[0.9993482,0.0003662239,0.00005659552,0.00004713119,0.0001104601,0.00007137558],"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":[0.00005016346,0.00003741309,0.003291504,0.00001087559,0.00001956084,0.00004724251,0.00006002823,0.9936128,0.0005329308,0.0006883371,0.0001340438,0.001515083],"study_design_scores_gemma":[0.00001192844,0.00001827056,0.0005607078,0.000001785006,0.000005945481,0.000003771462,0.00002043398,0.9988971,0.000182992,0.0001307311,0.0001622864,0.000004094891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692875,0.00007074192,0.02462397,0.000225884,0.00002701638,0.00008359126,0.0006968962,0.0003390354,0.004645385],"genre_scores_gemma":[0.990371,0.000052516,0.008399483,0.00001765425,0.000003035411,0.00004572762,0.0002836228,0.00001491185,0.000811977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636596,"threshold_uncertainty_score":0.3254139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077935043","doi":"10.5555/1400549.1400600","title":"An introduction to DEVS and distributed DEVS","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"DEVS; Computer science; Focus (optics); Modeling and simulation; Distributed computing; Software engineering; Theoretical computer science; Simulation","authors":[{"name":"Ming Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485635977693941,"gpt":0.4291272647091238,"spread":0.2805636669397297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009843605,0.000988393,0.00066417,0.00137261,0.0006734896,0.002284188,0.001229545,0.001304584,0.03604497],"category_scores_gemma":[0.003053179,0.0007842234,0.001015059,0.002813698,0.001009173,0.003835827,0.00176378,0.00371288,0.01186582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060946,"about_ca_system_score_gemma":0.001196821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001144,"about_ca_topic_score_gemma":0.001194241,"domain_scores_codex":[0.9990613,0.0002080612,0.0001154461,0.0001789015,0.000359682,0.00007666111],"domain_scores_gemma":[0.9986512,0.0007783498,0.00005977931,0.0001600562,0.0002530895,0.0000975214],"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":[0.00003491804,0.00006766052,0.000386503,0.0009254427,0.00002606665,0.0002735024,0.0003577808,0.008737274,0.002156121,0.4808367,0.1554801,0.3507181],"study_design_scores_gemma":[0.000004519327,0.00001483524,0.00009911478,0.0001643974,0.000004892335,0.0003303645,0.00003531661,0.004120695,0.0004402625,0.07460521,0.9201673,0.00001305919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001511961,0.04053273,0.8203238,0.005351986,0.005414933,0.0001809618,0.001468305,0.003666374,0.1215489],"genre_scores_gemma":[0.04814399,0.1300337,0.6132755,0.004846326,0.008994071,0.0008946088,0.005700081,0.003144336,0.1849675],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03604497,"threshold_uncertainty_score":0.1205825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051686719","doi":"10.5555/1400549.1400703","title":"Implementing the SCIDDICA landslide model in Cell-DEVS","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; Cellular automaton; Automaton; Formalism (music); Landslide; Debris; Distributed computing; Theoretical computer science; Simulation; Modeling and simulation; Algorithm; Engineering; Physics","authors":[{"name":"Brian Webb","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0260238684844172,"gpt":0.2593095190774252,"spread":0.233285650593008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007401215,0.0004801981,0.0004576469,0.0003799664,0.0006132959,0.001348273,0.002380461,0.0009594337,0.008016599],"category_scores_gemma":[0.002052855,0.0004320428,0.0009007723,0.0003817789,0.000566174,0.0008295639,0.0009474448,0.001283456,0.001398478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270308,"about_ca_system_score_gemma":0.00168088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340981,"about_ca_topic_score_gemma":0.01156644,"domain_scores_codex":[0.9997348,0.00004092742,0.00003090466,0.0000546657,0.000103642,0.00003507662],"domain_scores_gemma":[0.9990269,0.0003757218,0.00005026474,0.0002209075,0.0002726059,0.00005356847],"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":[0.0001154894,0.0001092508,0.004400942,0.0002171202,0.00004593789,0.0003391979,0.0003294715,0.8524171,0.008128654,0.09672198,0.01079662,0.02637836],"study_design_scores_gemma":[0.00003843811,0.00001807834,0.0002115756,0.00001712848,0.00001327011,0.00005364595,0.00002526488,0.9401208,0.008850689,0.0072779,0.04335563,0.00001748954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05319071,0.0001114484,0.8822871,0.0004088705,0.0002735316,0.0003353683,0.005038039,0.01919224,0.03916254],"genre_scores_gemma":[0.3737582,0.0003845698,0.5839967,0.00032655,0.00005837026,0.001301089,0.009237344,0.002742171,0.02819493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01340981,"threshold_uncertainty_score":0.02681816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004953907","doi":"10.5555/1400549.1400659","title":"Development of the Virtual Flight Deck (VFD) simulation environment","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Cockpit; Real-time computing; Simulation; Software; Real-time simulation; Deck; Embedded system; Operating system; Engineering; Aerospace engineering","authors":[{"name":"Kin Wing Tsui","is_ca":true},{"name":"Rob Langlois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04774593033095351,"gpt":0.2520944621390626,"spread":0.2043485318081091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002791152,0.000521975,0.0007016975,0.0006505846,0.000476557,0.001467467,0.002747145,0.0007936043,0.003825628],"category_scores_gemma":[0.005630482,0.0007341079,0.0007508852,0.0004763308,0.0005354696,0.001695545,0.001993619,0.00161236,0.001667956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143628,"about_ca_system_score_gemma":0.001921839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843587,"about_ca_topic_score_gemma":0.001561401,"domain_scores_codex":[0.9985741,0.0004319356,0.0001402414,0.0001462747,0.0006017791,0.0001057069],"domain_scores_gemma":[0.9976479,0.0008056281,0.00009337062,0.0003866818,0.0008195684,0.0002468154],"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":[0.0006905637,0.000464653,0.007813803,0.0007643253,0.0001444192,0.0007796962,0.001101785,0.3440515,0.03360029,0.09396238,0.02909239,0.4875343],"study_design_scores_gemma":[0.0002714591,0.0003672428,0.00176156,0.0002797427,0.00005958844,0.0006359053,0.000140295,0.6433218,0.03120439,0.009436573,0.3123579,0.0001634985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01388545,0.0002560048,0.9649049,0.0003221239,0.0002119029,0.0005234334,0.0005141903,0.00716379,0.01221816],"genre_scores_gemma":[0.07050344,0.0005687531,0.9215031,0.0001011733,0.00004420812,0.0005216412,0.001273124,0.0009950257,0.004489527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003825628,"threshold_uncertainty_score":0.01476121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045690315","doi":"10.5555/1400549.1400633","title":"Developing a reusable simulation model to improve access to diagnostic imaging clinics in Nova Scotia","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Psychological intervention; Computer science; Scheduling (production processes); Frame (networking); Operations research; Process management; Operations management; Medicine; Engineering; Telecommunications; Nursing","authors":[{"name":"Sean Sangster","is_ca":true},{"name":"John T. Blake","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2607292467351717,"gpt":0.5105907453488805,"spread":0.2498614986137088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426182,0.0005939453,0.0003643658,0.0005419587,0.001037679,0.001136376,0.001434348,0.0007395673,0.002600798],"category_scores_gemma":[0.004544774,0.0004795892,0.0005637433,0.000553991,0.0006112019,0.0004988558,0.001079549,0.0006177606,0.0001456456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040562,"about_ca_system_score_gemma":0.01735662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.686501,"about_ca_topic_score_gemma":0.6368688,"domain_scores_codex":[0.9992861,0.000318345,0.00003668036,0.00008162454,0.0001096415,0.0001676897],"domain_scores_gemma":[0.9980304,0.0009797337,0.0001893459,0.0001492506,0.0004073433,0.0002439276],"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":[0.0001388333,0.0001348327,0.007924092,0.00003136258,0.000016812,0.0001012388,0.0002140155,0.9821968,0.0005402772,0.003010245,0.0005882803,0.005103092],"study_design_scores_gemma":[0.00007786459,0.00006788957,0.001971464,0.00001174717,0.00001575557,0.000009601191,0.0001716582,0.9956794,0.0003796999,0.0004775636,0.001125853,0.00001153541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888209,0.0001050533,0.08792695,0.001121949,0.00006246565,0.0009240453,0.001128807,0.0007963323,0.01911345],"genre_scores_gemma":[0.9573512,0.00009634178,0.03887897,0.00004682686,0.000005454236,0.000251023,0.0005534219,0.00003669766,0.002779938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313499,"threshold_uncertainty_score":0.6306906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081918782","doi":"10.5555/1400549.1400709","title":"Simulating a file sharing system based on BitTorrent","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"BitTorrent; Computer science; File sharing; BitTorrent tracker; The Internet; Protocol (science); Computer network; Internet traffic; Peer-to-peer; Torrent file; World Wide Web; Operating system; Device file; Computer file","authors":[{"name":"Ricardo Salmon","is_ca":true},{"name":"Jimmy Tran","is_ca":true},{"name":"Abdolreza Abhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05246489183112127,"gpt":0.2758144007743804,"spread":0.2233495089432591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007274051,0.0004458544,0.0007443888,0.0004536897,0.001028985,0.00103955,0.001661976,0.001346429,0.004944104],"category_scores_gemma":[0.002714256,0.0003188222,0.000621652,0.000666533,0.0009303396,0.001968536,0.001398409,0.001130393,0.0003020309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123331,"about_ca_system_score_gemma":0.001097977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317475,"about_ca_topic_score_gemma":0.009408806,"domain_scores_codex":[0.9994538,0.0001823552,0.00003245816,0.0000676757,0.0001322721,0.0001315231],"domain_scores_gemma":[0.9980021,0.001111799,0.00009459278,0.0002386778,0.0002799251,0.0002729287],"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":[0.0003025145,0.0002519308,0.003379845,0.00006896349,0.000052556,0.0002583413,0.0003420199,0.9700977,0.003739396,0.01529336,0.001455541,0.00475786],"study_design_scores_gemma":[0.00005443953,0.0000895004,0.000488853,0.00000474834,0.00001029798,0.0000257101,0.00008144986,0.9955084,0.0008446525,0.002009686,0.000871104,0.0000111884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408004,0.0002172196,0.03527449,0.0007065233,0.000188746,0.0002428933,0.0005198797,0.0006438455,0.02140603],"genre_scores_gemma":[0.980859,0.0001783739,0.01563546,0.00009109259,0.00001833068,0.00009953402,0.0002953692,0.00005001392,0.002772839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317475,"threshold_uncertainty_score":0.02619612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081257584","doi":"10.5555/1400549.1400641","title":"A physiologically-based algorithm for predicting internal dose of inhaled toluene: applications for high dose to low dose and rodent to human extrapolations","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Toluene; Physiologically based pharmacokinetic modelling; Chemistry; Partition coefficient; Steady state (chemistry); Biological system; Algorithm; Pharmacokinetics; Chromatography; Pharmacology; Mathematics; Biology; Organic chemistry","authors":[{"name":"Sastry Isukapalli","is_ca":false},{"name":"Karine Price","is_ca":true},{"name":"Panos G. Georgopoulos","is_ca":false},{"name":"Kannan Krishnan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0306630689543457,"gpt":0.3229071536783114,"spread":0.2922440847239656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190034,0.0006966169,0.0006364405,0.0004214905,0.0004352175,0.0007667753,0.00104689,0.001331681,0.0016871],"category_scores_gemma":[0.003702346,0.0003614537,0.000468508,0.0002354706,0.0003815364,0.000505518,0.0006894897,0.0009290733,0.0005441565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397274,"about_ca_system_score_gemma":0.001541707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196543,"about_ca_topic_score_gemma":0.002907285,"domain_scores_codex":[0.9997038,0.000110897,0.00002238675,0.00006271947,0.0000798797,0.00002029193],"domain_scores_gemma":[0.9989721,0.0006777924,0.00007937125,0.00004685178,0.0001958031,0.00002816451],"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":[0.00004415193,0.00004093586,0.0008379667,0.00001962065,0.00001672164,0.00003545759,0.00003012152,0.9603948,0.002833326,0.00181572,0.000199835,0.03373129],"study_design_scores_gemma":[0.00000536545,0.00001314141,0.00005600138,0.00000209964,0.000002382619,0.000008658998,0.000002627315,0.9988136,0.0004507594,0.0004857855,0.000157138,0.000002415434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01470758,0.00004055346,0.9841837,0.00008352067,0.000009834915,0.00004540992,0.00001878827,0.0003760234,0.000534534],"genre_scores_gemma":[0.2869903,0.0001191838,0.7105114,0.0001062806,0.0000268574,0.0003637786,0.0001154102,0.0001411469,0.001625624],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004196543,"threshold_uncertainty_score":0.008344233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914157240","doi":"","title":"Proceedings of the Symposium on Simulation for Architecture & Urban Design","year":2013,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Privilege (computing); Presentation (obstetrics); Honor; Architecture; Computer science; Panel discussion; Work (physics); Operations research; Library science; Engineering ethics; Engineering; History; Medicine; Computer security; Internet privacy","authors":[{"name":"Liam O’Brien","is_ca":true},{"name":"Azam Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01876415900115818,"gpt":0.2278807952504878,"spread":0.2091166362493296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002106505,0.00112464,0.001129355,0.001011022,0.0006537418,0.003732507,0.00109608,0.001197554,0.06691112],"category_scores_gemma":[0.003778124,0.0005817594,0.001406979,0.0008739642,0.0007062582,0.001812037,0.002070508,0.002373328,0.02023542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009272233,"about_ca_system_score_gemma":0.002145009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505214,"about_ca_topic_score_gemma":0.004780294,"domain_scores_codex":[0.9989531,0.0003455075,0.00008710247,0.0001222788,0.0004274714,0.00006446466],"domain_scores_gemma":[0.9983947,0.0004081329,0.00004220314,0.0003698048,0.0005803002,0.0002047444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223904,0.0001060634,0.00123797,0.0004491507,0.0001739133,0.000152205,0.0003353851,0.02737583,0.00448506,0.1018119,0.5316155,0.332033],"study_design_scores_gemma":[0.00001427066,0.00003608878,0.0004542041,0.0001666581,0.00003234802,0.0001098871,0.00006817131,0.01863263,0.000767905,0.01736047,0.9623402,0.00001716855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008335963,0.05405894,0.5467589,0.01492663,0.04225528,0.000230406,0.002461701,0.005196007,0.3257763],"genre_scores_gemma":[0.1400435,0.06231438,0.2762549,0.001990822,0.007529548,0.0005701986,0.00927146,0.004725664,0.4972994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06691112,"threshold_uncertainty_score":0.22384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059400134","doi":"10.5555/1400549.1400663","title":"Modelling and simulation of skid-equipped shipboard rotorcraft","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Curtiss-Wright (Canada); York University; Carleton University","funders":"","keywords":"Skid (aerodynamics); Landing gear; Engineering; Deck; Nonlinear system; Marine engineering; Computer science; Aerospace engineering; Automotive engineering; Mechanical engineering; Structural engineering","authors":[{"name":"Rob Langlois","is_ca":true},{"name":"Zheng Zhu","is_ca":true},{"name":"Michael LaRosa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0375578721472183,"gpt":0.2545977986138049,"spread":0.2170399264665866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002022461,0.000443686,0.0004781949,0.000289187,0.0003022962,0.0007535208,0.0005703385,0.0007404277,0.00192683],"category_scores_gemma":[0.000416738,0.0002294756,0.0004584036,0.0002568428,0.0005142909,0.0004145008,0.0004057639,0.00031129,0.0004073261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737593,"about_ca_system_score_gemma":0.0006562117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298229,"about_ca_topic_score_gemma":0.003153631,"domain_scores_codex":[0.9998633,0.0000412002,0.000009294057,0.00001646576,0.00005068316,0.00001911727],"domain_scores_gemma":[0.9998665,0.00005178203,0.00002247931,0.00001944191,0.00002635305,0.00001342225],"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":[0.00002158606,0.00001043376,0.000425144,0.00002285272,0.000007088088,0.00006460487,0.00003261336,0.9929951,0.002499319,0.001811808,0.0001303287,0.001979126],"study_design_scores_gemma":[0.000008192006,0.00002195856,0.0002815897,0.00000371996,0.000003081562,0.00001660869,0.00001372175,0.9976083,0.0008555965,0.0003791831,0.0008047614,0.00000327562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5115041,0.0004816412,0.4447264,0.0002925493,0.00009180373,0.0001818199,0.0008324427,0.001470585,0.04041869],"genre_scores_gemma":[0.9607807,0.0004104856,0.03027606,0.00002752735,0.00001156955,0.0001338387,0.0005070645,0.00006657925,0.007786168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005298229,"threshold_uncertainty_score":0.01053476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966087949","doi":"10.5555/1639809.1655378","title":"Modeling of neural decoder based on binary spiking neurons in DEVS","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Decoding methods; Computer science; Binary number; Spike (software development); Spiking neural network; Spike sorting; Algorithm; SIGNAL (programming language); DEVS; Neural decoding; Artificial neural network; Artificial intelligence; Modeling and simulation; Simulation; Mathematics","authors":[{"name":"Yuri Boiko","is_ca":true},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04017904174037024,"gpt":0.2896910768349047,"spread":0.2495120350945345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532855,0.000227705,0.0003592466,0.0002031847,0.0002258186,0.0004854361,0.0008857744,0.0005457989,0.003007262],"category_scores_gemma":[0.00051095,0.000150734,0.0004148951,0.000152614,0.0003271645,0.0004220618,0.0003149198,0.0004028691,0.000259695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915007,"about_ca_system_score_gemma":0.0005712735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583182,"about_ca_topic_score_gemma":0.001814815,"domain_scores_codex":[0.9998825,0.00002135579,0.000008122053,0.00002160571,0.00004582381,0.00002064909],"domain_scores_gemma":[0.9998239,0.00006730011,0.00001956219,0.00002544853,0.00005207954,0.00001173111],"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":[0.00008721786,0.0000438543,0.001780061,0.0001109826,0.00002344041,0.0003033092,0.0001057161,0.9314341,0.02159555,0.03794187,0.0006562478,0.005917557],"study_design_scores_gemma":[0.000007052057,0.00001943032,0.0001575846,0.000004152929,0.000004136781,0.0000375822,0.000008772244,0.9905872,0.005768559,0.002277493,0.001124845,0.000003343231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5011388,0.0002489478,0.4570664,0.0002993828,0.0001372998,0.0001157619,0.001093414,0.001597647,0.03830238],"genre_scores_gemma":[0.9399714,0.0001766576,0.05053599,0.0000606508,0.00001240099,0.0001829711,0.0003582289,0.0001009666,0.008600613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003007262,"threshold_uncertainty_score":0.01006031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024024153","doi":"10.5555/1400549.1400642","title":"Markov chain Monte Carlo simulation of biomonitoring in humans: application to biomarkers of chronic exposure to alkyl benzenes in the environment","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Markov chain Monte Carlo; Monte Carlo method; Population; Bayesian probability; Environmental science; Computer science; Statistics; Mathematics; Medicine; Environmental health","authors":[{"name":"Thomas Peyret","is_ca":true},{"name":"Kannan Krishnan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04815279451088649,"gpt":0.3225055924958538,"spread":0.2743527979849673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004057876,0.0004774937,0.0009454447,0.0005124398,0.0004518648,0.0006316788,0.0007428295,0.001156222,0.001130434],"category_scores_gemma":[0.01285063,0.0004974733,0.0006211145,0.0006278472,0.0006131486,0.0005102754,0.0006640824,0.001089874,0.0001248555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008140943,"about_ca_system_score_gemma":0.001636039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904936,"about_ca_topic_score_gemma":0.01374216,"domain_scores_codex":[0.9986488,0.001051217,0.00003706347,0.0001079109,0.0000994245,0.00005561482],"domain_scores_gemma":[0.9853514,0.01310859,0.0005583348,0.0003578127,0.0004598035,0.0001641273],"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":[0.0001297875,0.00004432408,0.002801856,0.00001949241,0.00004842109,0.00002280494,0.00005532031,0.991113,0.0002712604,0.001644085,0.00007789578,0.003771791],"study_design_scores_gemma":[0.00001804036,0.00002768451,0.0004308878,0.000003786628,0.000007332476,0.000005164554,0.0000069653,0.9976406,0.0001415807,0.001625717,0.00008778792,0.000004449475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885949,0.0004732775,0.4065326,0.0004627158,0.00003458013,0.0003002178,0.0004763428,0.0003492486,0.002776045],"genre_scores_gemma":[0.922582,0.0002330765,0.07509465,0.00009868818,0.0000177182,0.0005319111,0.0003801499,0.00003623807,0.001025651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904936,"threshold_uncertainty_score":0.03787696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137327776","doi":"10.5555/1878537.3258389","title":"Session details: Posters","year":2010,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","authors":[{"name":"Abdolreza Abhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05871815346128104,"gpt":0.2560687755486315,"spread":0.1973506220873505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001908438,0.001625982,0.001068914,0.001030608,0.00220228,0.004243712,0.001332033,0.002835463,0.7831032],"category_scores_gemma":[0.00334922,0.0004801011,0.001520461,0.0006684688,0.0002847646,0.002040815,0.003556828,0.002528975,0.474633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009687075,"about_ca_system_score_gemma":0.001137656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009566871,"about_ca_topic_score_gemma":0.002885919,"domain_scores_codex":[0.9993499,0.0001374263,0.00003144701,0.000148023,0.0002047312,0.0001283921],"domain_scores_gemma":[0.9976295,0.0003843496,0.0000633908,0.0002214989,0.0007156655,0.0009854746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002467448,0.00008104037,0.0001003694,0.00006819605,0.000009559782,0.00004447338,0.00001850866,0.0002411329,0.0003402215,0.0008189523,0.9726757,0.02535495],"study_design_scores_gemma":[0.0001263114,0.00008725626,0.0006947324,0.00009210088,0.00001299933,0.00005526177,0.00008201495,0.001053649,0.0003551268,0.002470311,0.9949521,0.00001820082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005193436,0.003437054,0.01296316,0.02589719,0.1447117,0.00155796,0.008113251,0.005687524,0.7924387],"genre_scores_gemma":[0.009342207,0.0009172439,0.002071133,0.001762278,0.009147579,0.0003131809,0.002783972,0.001099716,0.9725627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2168968,"threshold_uncertainty_score":0.309377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796065575","doi":"","title":"Transforming UML 2.0 class diagrams and statecharts to atomic DEVS","year":2011,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"DEVS; Unified Modeling Language; Class diagram; Computer science; UML tool; Programming language; Applications of UML; Class (philosophy); Software engineering; Modeling and simulation; Simulation; Software; Artificial intelligence","authors":[{"name":"Reehan Shaikh","is_ca":true},{"name":"Hans Vangheluwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05801932854094813,"gpt":0.2548883169893177,"spread":0.1968689884483696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516226,0.0004057302,0.0002266069,0.001143986,0.0003852737,0.001696973,0.0007172009,0.000526319,0.006846815],"category_scores_gemma":[0.007149955,0.0005402903,0.000735678,0.0006343409,0.0005568598,0.001295766,0.001516719,0.0008761916,0.001457718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011627,"about_ca_system_score_gemma":0.00177229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113108,"about_ca_topic_score_gemma":0.009208343,"domain_scores_codex":[0.999173,0.0002442576,0.00005581776,0.0001222512,0.0003113045,0.00009329974],"domain_scores_gemma":[0.9979342,0.001178546,0.0001411215,0.0003473095,0.0003534184,0.0000454259],"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":[0.000342953,0.00031816,0.00706538,0.0003927508,0.00007463774,0.0006833365,0.002627087,0.3622944,0.02329522,0.3595243,0.01773647,0.2256454],"study_design_scores_gemma":[0.00005509039,0.00006497453,0.001257807,0.0001047008,0.00004264837,0.0001202524,0.0003328008,0.7895115,0.03829418,0.08205908,0.08810154,0.00005541699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02348945,0.00002241054,0.9574678,0.0001297322,0.00007523008,0.0001398297,0.0008551503,0.009360847,0.008459511],"genre_scores_gemma":[0.3459133,0.0001718911,0.6326574,0.000117512,0.00002241093,0.0004029999,0.003947925,0.003681514,0.01308501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0113108,"threshold_uncertainty_score":0.02290487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087670379","doi":"10.5555/1400549.1400708","title":"RCP throughput modeling and performance improvement","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Throughput; Computer network; Robustness (evolution); Sliding window protocol; Transmission Control Protocol; Wireless; Markov process; Markov chain; Wireless network; Distributed computing; Window (computing); Telecommunications","authors":[{"name":"Kai Shi","is_ca":false},{"name":"Yantai Shu","is_ca":false},{"name":"Xin Wang","is_ca":false},{"name":"Oliver Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05710603813546006,"gpt":0.278854735646759,"spread":0.2217486975112989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565409,0.001080988,0.0007556817,0.001001902,0.0005770114,0.001168763,0.002263103,0.001150226,0.002569775],"category_scores_gemma":[0.005358102,0.0005528822,0.0008669028,0.0009154634,0.0007537715,0.002787595,0.0008704255,0.001550204,0.0009840867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003511801,"about_ca_system_score_gemma":0.001736297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009277002,"about_ca_topic_score_gemma":0.003616137,"domain_scores_codex":[0.9979499,0.0004663982,0.00005989357,0.0003356183,0.0008420928,0.0003462903],"domain_scores_gemma":[0.9975204,0.001131128,0.0003039894,0.0004137371,0.0005558221,0.00007495188],"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":[0.00008598871,0.00007628989,0.001015875,0.00006366913,0.00002649742,0.0001424681,0.0001060402,0.8940995,0.00458914,0.08283419,0.002014601,0.01494569],"study_design_scores_gemma":[0.000002405957,0.00001364047,0.000113334,0.000003805501,0.000005926378,0.00002642113,0.000004819783,0.9934083,0.0009725337,0.004726956,0.0007158577,0.000005979271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03218395,0.0008942398,0.9470879,0.0007644783,0.0001180112,0.00007785652,0.0003854238,0.001337338,0.01715074],"genre_scores_gemma":[0.9296774,0.001464734,0.05993444,0.0001845315,0.0001712059,0.0002390654,0.0003761396,0.0002800168,0.00767249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009277002,"threshold_uncertainty_score":0.02548003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W267148968","doi":"","title":"Proceedings of the 2008 Spring Simulation Multiconference, SpringSim 2008, Ottawa, Canada, April 14-17, 2008","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Spring (device); Computer science; Environmental science; Operations research; Engineering; Mechanical engineering","authors":[{"name":"Hassan Rajaei","is_ca":false},{"name":"Gabriel Wainer","is_ca":false},{"name":"Michael J. Chinni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08639774180687804,"gpt":0.3399692138033059,"spread":0.2535714719964278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004303205,0.001669621,0.001874936,0.001188412,0.002657956,0.004117947,0.002393935,0.001619811,0.1536087],"category_scores_gemma":[0.006069252,0.0009799859,0.001126161,0.001021433,0.0009531467,0.001512817,0.003912699,0.002435577,0.0419701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004515392,"about_ca_system_score_gemma":0.008539573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1462309,"about_ca_topic_score_gemma":0.3512897,"domain_scores_codex":[0.9983405,0.0003383441,0.00005676038,0.0001627525,0.0009184345,0.0001832677],"domain_scores_gemma":[0.9958554,0.0006435193,0.00006305843,0.000571513,0.002215606,0.0006509876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004920379,0.0002139939,0.00105004,0.00009178808,0.00006889029,0.0001088909,0.0001658547,0.0105228,0.00153395,0.003236256,0.9078867,0.0746289],"study_design_scores_gemma":[0.0002655198,0.0001877959,0.004043378,0.0001583193,0.0001229557,0.0001413431,0.000333687,0.0708709,0.006441587,0.006809751,0.9105145,0.0001101695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04248123,0.006240877,0.3417432,0.02717005,0.04747799,0.001865081,0.01648172,0.01967456,0.4968653],"genre_scores_gemma":[0.06764784,0.00358239,0.06255838,0.00116681,0.001793225,0.0004635475,0.01434657,0.006207265,0.842234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1536087,"threshold_uncertainty_score":0.5138723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135988806","doi":"10.5555/1878537.3258382","title":"Session details: Military Modeling and Simulation (MMS)","year":2010,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","authors":[{"name":"Paul Roman","is_ca":true},{"name":"Rob Kewley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1330393945855709,"gpt":0.4265604158673508,"spread":0.2935210212817799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002196923,0.001382793,0.001430631,0.0009837296,0.001927548,0.003201447,0.001178606,0.003031453,0.7363881],"category_scores_gemma":[0.004009221,0.000442461,0.001092795,0.001037202,0.000283796,0.001704158,0.003337595,0.001743283,0.485864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945807,"about_ca_system_score_gemma":0.001820494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878171,"about_ca_topic_score_gemma":0.004287396,"domain_scores_codex":[0.999288,0.0001883191,0.00003309259,0.0001394194,0.0002367215,0.000114482],"domain_scores_gemma":[0.9971258,0.0004400683,0.00007669939,0.0005432112,0.0009381723,0.0008760344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002153265,0.0001010875,0.0002461835,0.00007875443,0.00001105218,0.00003726629,0.00003956201,0.0006839723,0.001297677,0.001921982,0.9372089,0.05815836],"study_design_scores_gemma":[0.00006104505,0.00008510791,0.0008269362,0.00005196418,0.000009978226,0.00005242301,0.00004402751,0.004216741,0.001062326,0.002014093,0.9915569,0.00001855091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005926129,0.002079533,0.06858076,0.01776851,0.0395226,0.001708398,0.01543554,0.01591754,0.8330609],"genre_scores_gemma":[0.01923426,0.0009383478,0.00867027,0.00109535,0.004798147,0.0005449872,0.005112026,0.002313301,0.9572933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2636119,"threshold_uncertainty_score":0.3760103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003444975","doi":"10.5555/1400549.1400598","title":"The need for diversity in HPC: HPC'08 keynote address","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Supercomputer; Computer science; Toolbox; Software; Consolidation (business); Hammer; Data science; Parallel computing; Operating system; Engineering","authors":[{"name":"Paul Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08910747198196185,"gpt":0.2963721002709206,"spread":0.2072646282889588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.002997713,0.0007019971,0.0006276186,0.0005549899,0.002570015,0.007473716,0.0007713465,0.004207743,0.08612181],"category_scores_gemma":[0.003155909,0.0002947988,0.0004029895,0.0008505142,0.001227246,0.00496945,0.00299456,0.006919096,0.03170678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660333,"about_ca_system_score_gemma":0.001869203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456426,"about_ca_topic_score_gemma":0.003640868,"domain_scores_codex":[0.9989405,0.0002024312,0.00003012713,0.0001448766,0.0005141363,0.0001679966],"domain_scores_gemma":[0.9977359,0.0004577002,0.00006013338,0.0001980134,0.0007329645,0.0008152626],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003880832,0.00001616701,0.0001473771,0.00003768192,0.000004634499,0.00004063743,0.00003823038,0.00009713853,0.0002082178,0.01386481,0.9634291,0.02207721],"study_design_scores_gemma":[0.00001714627,0.00003178028,0.000497285,0.00006458104,0.000005011336,0.00006357767,0.000103526,0.0003827535,0.0002596987,0.01248758,0.9860731,0.00001394755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003098566,0.02154554,0.01156102,0.46156,0.2022918,0.0001183223,0.0006500329,0.001136334,0.2980385],"genre_scores_gemma":[0.03011593,0.01253447,0.007167736,0.0404637,0.0547666,0.0001508613,0.001170233,0.001437602,0.8521928],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9992287,"threshold_uncertainty_score":0.2881061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W256328110","doi":"","title":"Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, San Diego, California, USA, March 22-27, 2009","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Spring (device); Meteorology; Engineering; Geography","authors":[{"name":"Gabriel Wainer","is_ca":true},{"name":"Clifford A. Shaffer","is_ca":false},{"name":"Robert M. McGraw","is_ca":false},{"name":"Michael J. Chinni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08924721196481213,"gpt":0.3835552345725159,"spread":0.2943080226077038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004698887,0.00167338,0.001999083,0.001061478,0.001845434,0.003665253,0.002242438,0.001682465,0.1190248],"category_scores_gemma":[0.006606312,0.0008174689,0.001193109,0.0008480901,0.0006760854,0.001939109,0.003983832,0.002594109,0.03919532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734117,"about_ca_system_score_gemma":0.003019781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266122,"about_ca_topic_score_gemma":0.03820512,"domain_scores_codex":[0.9985442,0.0004023281,0.00006883901,0.0001889829,0.0006732781,0.0001224372],"domain_scores_gemma":[0.9968089,0.0006910678,0.00007021295,0.0005220674,0.001383506,0.0005241357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007334523,0.0003545352,0.0009578117,0.0001298777,0.0001046815,0.0001769228,0.0001334246,0.01495497,0.002336451,0.003933338,0.8735035,0.1026811],"study_design_scores_gemma":[0.0003985882,0.0003076299,0.003462674,0.0002116216,0.0001665006,0.0002967606,0.0002501092,0.1368888,0.009814624,0.01117342,0.8369051,0.0001241827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03594797,0.00723977,0.5156406,0.02200783,0.06201154,0.001553437,0.009363912,0.01870362,0.3275313],"genre_scores_gemma":[0.1120336,0.006676777,0.14177,0.00198701,0.005193327,0.0007429515,0.01903574,0.01070567,0.7018549],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1190248,"threshold_uncertainty_score":0.3981777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137443262","doi":"10.5555/1878537.3258386","title":"Session details: Symposium on the Theory of Modeling and Simulation (DEVS)","year":2010,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Session (web analytics); Computer science; Discrete event simulation; Modeling and simulation; Simulation; World Wide Web","authors":[{"name":"Gabriel Wainer","is_ca":true},{"name":"Mamadou Kaba Traoré","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1318942255856315,"gpt":0.4029094975858479,"spread":0.2710152720002165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006199324,0.00192524,0.002326736,0.001777973,0.00212105,0.00652249,0.001754093,0.004337803,0.2330164],"category_scores_gemma":[0.00769371,0.0007396328,0.002086596,0.002018652,0.001049452,0.004186089,0.004596149,0.005714825,0.08831944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263808,"about_ca_system_score_gemma":0.003398072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811832,"about_ca_topic_score_gemma":0.002921988,"domain_scores_codex":[0.9980152,0.0006382147,0.00009793129,0.0004101206,0.0006548373,0.0001837236],"domain_scores_gemma":[0.9949558,0.001406586,0.0001572842,0.0007065847,0.001640404,0.001133396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001614479,0.0001083711,0.0002833147,0.0002750179,0.00005175551,0.00005900269,0.0001059818,0.001562371,0.001139108,0.03999313,0.8768668,0.07939371],"study_design_scores_gemma":[0.00004092405,0.00009599371,0.0005772694,0.0003408873,0.00004723279,0.0001418515,0.0000742921,0.006584041,0.0009648625,0.02577386,0.965317,0.00004179349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005805589,0.05116972,0.2091368,0.06228187,0.1938227,0.0006378467,0.004126672,0.003433956,0.4695849],"genre_scores_gemma":[0.04071943,0.02641673,0.04156233,0.003900173,0.04419548,0.0006463777,0.00342733,0.002414876,0.8367173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2330164,"threshold_uncertainty_score":0.7795174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138359016","doi":"10.5555/1878537.3258381","title":"Session details: Agent-Directed Simulation (ADS)","year":2010,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","authors":[{"name":"Tuncer Ören","is_ca":true},{"name":"Levent Yılmaz","is_ca":false},{"name":"Gregory R. Madey","is_ca":false},{"name":"Maarten Sierhuis","is_ca":false},{"name":"Yu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0421606677267406,"gpt":0.3094497259299497,"spread":0.2672890582032091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001553571,0.001371186,0.001469367,0.0005045201,0.001831294,0.003070993,0.001365631,0.002968391,0.7126276],"category_scores_gemma":[0.002843768,0.0004594898,0.0009556158,0.0007886093,0.0003262211,0.001590546,0.003295081,0.001862657,0.4010911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006259854,"about_ca_system_score_gemma":0.001197406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639548,"about_ca_topic_score_gemma":0.003125327,"domain_scores_codex":[0.9995201,0.0001601148,0.00001636343,0.0001142531,0.0001075405,0.00008166787],"domain_scores_gemma":[0.9982242,0.00039862,0.00003019599,0.0003261904,0.0002771663,0.0007436365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001296127,0.0003731616,0.0005110089,0.0001947196,0.00003392508,0.0001027876,0.0001521903,0.002167338,0.003539687,0.006670631,0.8839592,0.1009993],"study_design_scores_gemma":[0.0003858456,0.0001820115,0.0008123,0.0000524434,0.00001850009,0.00006436295,0.00005928997,0.008175576,0.001855449,0.005014248,0.9833478,0.00003211679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008701457,0.001048761,0.07479591,0.006873129,0.01396952,0.002576904,0.01687107,0.01995397,0.8552094],"genre_scores_gemma":[0.05840072,0.001182419,0.02086748,0.001201017,0.002452398,0.001823671,0.01242402,0.003883528,0.8977647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7126276,"threshold_uncertainty_score":0.4099019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075879819","doi":"10.5555/1639809.1639855","title":"A grid-based DEVS approach to dynamic load balancing for large scale distributed simulations","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"DEVS; Computer science; Distributed computing; Grid; Key (lock); Load balancing (electrical power); Computation; Discrete event simulation; Modeling and simulation; Simulation; Algorithm","authors":[{"name":"Elie El Ajaltouni","is_ca":true},{"name":"Azzedine Boukerche","is_ca":true},{"name":"Ming Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07811682494185994,"gpt":0.4088781374300676,"spread":0.3307613124882076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003328663,0.0005811601,0.0004514214,0.0005476779,0.0005561869,0.001756037,0.001643004,0.000755406,0.002425048],"category_scores_gemma":[0.005102538,0.0005714695,0.001096307,0.0004501905,0.001257539,0.001366644,0.001544581,0.001738302,0.000519448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295901,"about_ca_system_score_gemma":0.001966645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789544,"about_ca_topic_score_gemma":0.002851894,"domain_scores_codex":[0.9979495,0.001029522,0.0001954919,0.0001796828,0.0005463467,0.00009943431],"domain_scores_gemma":[0.9973447,0.001049952,0.0002121446,0.0007111374,0.0005797264,0.0001024036],"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":[0.00008169231,0.00008585875,0.0009259888,0.0001986442,0.0000565988,0.0002004178,0.0004015028,0.4648768,0.007544921,0.481874,0.001494412,0.04225915],"study_design_scores_gemma":[0.00004448214,0.00006427316,0.0001023946,0.00003763858,0.00002358244,0.00007675086,0.00005947823,0.9122576,0.005185686,0.06562807,0.01650252,0.0000174474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00155703,0.00002097924,0.9970425,0.0001124227,0.00001306454,0.00004816413,0.00002432082,0.0001843983,0.0009970774],"genre_scores_gemma":[0.1714041,0.0001549376,0.8250877,0.0001092939,0.00002992652,0.0004936499,0.0001916766,0.0001320409,0.002396646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003328663,"threshold_uncertainty_score":0.01760387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092675829","doi":"10.5555/1639809.1639848","title":"A novel bio-inspired load balancing algorithm with QoS assurance for large-scale peer-to-peer systems","year":2009,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Load balancing (electrical power); Quality of service; Distributed computing; Emulation; Scheduling (production processes); Mobile QoS; Computer network; Service (business); Service provider; Grid; Engineering","authors":[{"name":"Azzedine Boukerche","is_ca":true},{"name":"Hengheng Xie","is_ca":true},{"name":"Ming Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02255184295210287,"gpt":0.2780396939670481,"spread":0.2554878510149452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003754021,0.0004363754,0.0005379469,0.0004511489,0.0007553606,0.000623306,0.001272367,0.0009314868,0.001326126],"category_scores_gemma":[0.0009729411,0.0001777812,0.0002611662,0.0003946864,0.0003956992,0.000764692,0.0005774238,0.0004310774,0.0003647015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828732,"about_ca_system_score_gemma":0.0006014308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155243,"about_ca_topic_score_gemma":0.0017401,"domain_scores_codex":[0.9998205,0.00003270445,0.000009926486,0.00003514141,0.00008170255,0.00002006315],"domain_scores_gemma":[0.9997743,0.0000706048,0.00002837844,0.00002566144,0.00007387912,0.00002714768],"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":[0.0002848437,0.0002439964,0.001408027,0.0001510369,0.00009361756,0.0002447069,0.000303626,0.5577206,0.06230912,0.02333118,0.005437732,0.3484715],"study_design_scores_gemma":[0.00004153975,0.00004694263,0.0001446477,0.000003788614,0.000008820847,0.00006575449,0.00001744437,0.992179,0.002451126,0.002427457,0.002606051,0.000007431526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04720328,0.0003876876,0.9465222,0.000418725,0.0001476024,0.0001011345,0.00002306133,0.001055834,0.004140494],"genre_scores_gemma":[0.5366922,0.0002272999,0.4572282,0.0002328993,0.0000916727,0.0002503172,0.0001010435,0.0001047915,0.005071587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00155243,"threshold_uncertainty_score":0.004436314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}