{"meta":{"query_hash":"acbe79d9b8e4","filters":{"venue":"2016 Winter Simulation Conference (WSC)"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/acbe79d9b8e4","api":"https://metacan.xera.ac/api/v1/cohort?venue=2016+Winter+Simulation+Conference+%28WSC%29"},"results":[{"id":"W2520918008","doi":"10.1109/wsc.2016.7822351","title":"Two-stage chance-constrained staffing with agent recourse for multi-skill call centers","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Staffing; Randomness; Computer science; Mathematical optimization; Stochastic programming; Operations research; Imperfect; Service (business); Integer programming; Stage (stratigraphy); Mathematics; Economics; Statistics","score_opus":0.05460483476627123,"score_gpt":0.302281586837485,"score_spread":0.24767675207121378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520918008","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14974697,0.0005193937,0.8418426,0.0007793718,0.00010096176,0.00024262213,0.00026199603,0.00028720516,0.0062188758],"genre_scores_gemma":[0.8854102,0.0001999613,0.107888795,0.00014364497,0.00004399157,0.0003323956,0.00017234273,0.00008518608,0.0057234038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985858,0.0006289967,0.00004328536,0.00019513506,0.00017457963,0.00037213584],"domain_scores_gemma":[0.99583,0.0028190566,0.00042905082,0.00011530299,0.00030618772,0.0005005015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028647152,0.0013231738,0.0024176408,0.000825477,0.0009337767,0.0018109134,0.002699267,0.0030019071,0.0057551204],"category_scores_gemma":[0.005141362,0.0014973497,0.0014566857,0.0009460105,0.0014198249,0.0013647466,0.0017280887,0.0021874937,0.00026632115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057138765,0.000028154998,0.00017768137,0.000018826056,0.000013272085,0.0000521025,0.000018711911,0.99448156,0.00015693088,0.0036443789,0.00010805622,0.0012432096],"study_design_scores_gemma":[0.000014497217,0.000018980165,0.000037230067,0.00000245268,0.0000036753238,0.000005132996,0.0000051805227,0.9982602,0.000074092466,0.0014952089,0.00007921416,0.0000041551025],"about_ca_topic_score_codex":0.015413504,"about_ca_topic_score_gemma":0.008523702,"teacher_disagreement_score":0.015413504,"about_ca_system_score_codex":0.002224136,"about_ca_system_score_gemma":0.0025399462,"threshold_uncertainty_score":0.030647576},"labels":[],"label_agreement":null},{"id":"W2747802265","doi":"10.1109/wsc.2016.7822077","title":"Control of an HIV epidemic among injection drug users: simulation modeling on complex networks","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Simon Fraser University","funders":"Mitacs; Simon Fraser University","keywords":"Syringe; Downtown; Human immunodeficiency virus (HIV); Cohort; Public health; Medicine; Transmission (telecommunications); Needle sharing; Drug; Injection drug use; Drug injection; Family medicine; Psychiatry; Computer science; Nursing; Internal medicine; Telecommunications","score_opus":0.09418657432233708,"score_gpt":0.3617625383193311,"score_spread":0.267575963996994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747802265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90961194,0.0006638758,0.06149511,0.0026760446,0.00012373703,0.00015935663,0.0010308083,0.0002021292,0.02403699],"genre_scores_gemma":[0.98607314,0.00041234514,0.008394507,0.00017037959,0.000029058943,0.00015265796,0.0003780667,0.00003058212,0.0043592863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957246,0.00022469602,0.000013518956,0.0000507607,0.00003661603,0.000102048434],"domain_scores_gemma":[0.99468464,0.004190209,0.00033771715,0.000119063814,0.00033959388,0.00032878958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010370925,0.0007689609,0.0009093544,0.0008078168,0.0009807186,0.0014943072,0.0013026058,0.0018390389,0.0035074463],"category_scores_gemma":[0.006510512,0.00058956887,0.0010130048,0.00087320583,0.0011606556,0.0012161818,0.0015312408,0.0011339422,0.00021801995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039887014,0.00003160005,0.0024171078,0.0000093717235,0.00001554606,0.000034419663,0.00005100868,0.9938939,0.000049132614,0.0025364638,0.00020607906,0.0007154636],"study_design_scores_gemma":[0.000018963883,0.000012257169,0.00027641366,0.0000043180535,0.000006297392,0.0000048248835,0.000042893622,0.9981937,0.000015885877,0.0012672043,0.00015314911,0.000004077286],"about_ca_topic_score_codex":0.11018033,"about_ca_topic_score_gemma":0.055026647,"teacher_disagreement_score":0.11018033,"about_ca_system_score_codex":0.0023236754,"about_ca_system_score_gemma":0.0018457605,"threshold_uncertainty_score":0.219078},"labels":[],"label_agreement":null},{"id":"W2752373371","doi":"10.1109/wsc.2016.7822195","title":"Agile design meets hybrid models: Using modularity to enhance hybrid model design and use","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Agile software development; Modularity (biology); Key (lock); Systems engineering; Software engineering; System dynamics; Focus (optics); Hybrid system; Distributed computing; Artificial intelligence; Engineering; Machine learning","score_opus":0.353258942843043,"score_gpt":0.4306897061238781,"score_spread":0.07743076328083509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752373371","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008007778,0.000052447864,0.9890975,0.00016956424,0.000010827833,0.000067841844,0.00001172397,0.00027482654,0.0023075324],"genre_scores_gemma":[0.20287746,0.0001547343,0.7946718,0.00008092052,0.000015997155,0.00030078873,0.000052396455,0.0002703533,0.0015755409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969903,0.0017573872,0.00014913008,0.00029313203,0.00064889714,0.00016100712],"domain_scores_gemma":[0.9933461,0.003047532,0.00050824735,0.0022543168,0.0005456914,0.0002982001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057150233,0.0010902337,0.00047569827,0.00096877397,0.0007257983,0.0020891002,0.002242802,0.0011669486,0.0027114013],"category_scores_gemma":[0.010961252,0.0011291541,0.0014747959,0.0005440216,0.0019393611,0.0040506083,0.005479147,0.0020422284,0.00060845976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018449679,0.00024370052,0.006407019,0.00047535045,0.00032095597,0.0008495785,0.0049220473,0.37318644,0.024471862,0.4359425,0.001963989,0.15103215],"study_design_scores_gemma":[0.000089048684,0.00028871675,0.00065361406,0.0001822041,0.00014754492,0.0003911679,0.00036756662,0.74691117,0.00942392,0.21026163,0.031214837,0.000068520145],"about_ca_topic_score_codex":0.0010641047,"about_ca_topic_score_gemma":0.0014621712,"teacher_disagreement_score":0.0057150233,"about_ca_system_score_codex":0.00085544406,"about_ca_system_score_gemma":0.0014422409,"threshold_uncertainty_score":0.030224323},"labels":[],"label_agreement":null},{"id":"W4230201446","doi":"10.1109/wsc.2016.7822208","title":"A combined discrete-continuous simulation model for analyzing train-pedestrian interactions","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Discrete event simulation; Continuous simulation; Computer science; Network traffic simulation; Stochastic simulation; Simulation modeling; Traffic simulation; Simulation language; Modeling and simulation; Dynamic simulation; Systems simulation; Simulation; Industrial engineering; Engineering; Microsimulation; Transport engineering; Network packet","score_opus":0.06520817074805944,"score_gpt":0.3576871380166796,"score_spread":0.29247896726862016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230201446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031052688,0.00025496463,0.94691724,0.00033131233,0.00010978523,0.0001801906,0.00094893435,0.0007927819,0.019412251],"genre_scores_gemma":[0.79022205,0.00073043373,0.18634723,0.00011979266,0.00008809259,0.0008483501,0.0012012398,0.00013760634,0.020305226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951494,0.00017235726,0.000021694002,0.000076573946,0.00016631348,0.000048096845],"domain_scores_gemma":[0.99950945,0.00024786312,0.000051162326,0.000042488497,0.000087124055,0.00006200072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051329925,0.00081646687,0.0006929361,0.00084310136,0.00058094016,0.0012862766,0.0016722104,0.0010020641,0.005180978],"category_scores_gemma":[0.0012554228,0.0003827459,0.0009000645,0.0011485202,0.0005259669,0.0008714657,0.001045632,0.0011209666,0.0006346176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003559252,0.000044716053,0.00092268485,0.000027755244,0.00002691419,0.000061821134,0.00003546688,0.97969246,0.0006307367,0.013083191,0.00059020746,0.004848388],"study_design_scores_gemma":[0.000008071768,0.000021588812,0.0001494248,0.0000030061024,0.000008724325,0.000012244521,0.000007635668,0.99687165,0.000119903714,0.0014116844,0.0013808133,0.000005315671],"about_ca_topic_score_codex":0.033217136,"about_ca_topic_score_gemma":0.029192017,"teacher_disagreement_score":0.033217136,"about_ca_system_score_codex":0.0013503232,"about_ca_system_score_gemma":0.0022877795,"threshold_uncertainty_score":0.06604755},"labels":[],"label_agreement":null},{"id":"W4231342388","doi":"10.1109/wsc.2016.7822353","title":"Application of wide-band liquid crystal reflective windows in building energy efficiency: A case study of educational buildings","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Broadband; Energy consumption; Efficient energy use; Window (computing); Computer science; Architectural engineering; Engineering; Telecommunications; Electrical engineering; Operating system","score_opus":0.01317071037794105,"score_gpt":0.2645634326941799,"score_spread":0.2513927223162389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231342388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954867,0.0000578368,0.002230155,0.000034210254,0.0000029400421,0.000017813636,0.000065198365,0.000023446151,0.0020817507],"genre_scores_gemma":[0.9983625,0.00005260292,0.0012227275,0.0000035781652,7.6614566e-7,0.0000063091393,0.000025900968,0.000005002,0.00032075355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997049,0.000118399694,0.0000084623825,0.0000336986,0.000051242263,0.00008329745],"domain_scores_gemma":[0.9995976,0.00026160333,0.000031135463,0.000032008338,0.000045566667,0.00003215182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038838384,0.00057585083,0.00042147186,0.00041236586,0.00048441876,0.00092201197,0.0006804989,0.0009341666,0.0012354231],"category_scores_gemma":[0.0007349068,0.00026656908,0.00065256143,0.00064638775,0.0005033723,0.00063850946,0.00045295013,0.0004285866,0.00011894087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030498684,0.0005007423,0.017995618,0.00011790776,0.00007321911,0.0012793251,0.00018854819,0.95756114,0.009956854,0.0020659296,0.00031852257,0.00963722],"study_design_scores_gemma":[0.00011805553,0.000954897,0.020676224,0.000028883856,0.00012164641,0.00037104005,0.0011811635,0.9482394,0.02555343,0.0009874888,0.0017154182,0.00005236924],"about_ca_topic_score_codex":0.012691856,"about_ca_topic_score_gemma":0.018464282,"teacher_disagreement_score":0.012691856,"about_ca_system_score_codex":0.0008562877,"about_ca_system_score_gemma":0.00049064076,"threshold_uncertainty_score":0.025235951},"labels":[],"label_agreement":null},{"id":"W4241079325","doi":"10.1109/wsc.2016.7822358","title":"Modular construction system simulation incorporating off-shore fabrication and multi-mode transportation","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Suncor Energy Incorporated","keywords":"Modular design; Fabrication; Computer science; Shore; Modular construction; Mode (computer interface); Systems engineering; Marine engineering; Embedded system; Engineering; Operating system; Geology","score_opus":0.019399747818048093,"score_gpt":0.24343292996326366,"score_spread":0.22403318214521556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241079325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700907,0.00009465898,0.08749563,0.00023493968,0.00007920376,0.00021744662,0.0015670968,0.00075143424,0.03946881],"genre_scores_gemma":[0.98142046,0.00007706357,0.01336191,0.00002437477,0.0000049624873,0.00021102262,0.0004649689,0.000044308188,0.0043909852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978775,0.000060790033,0.000010137742,0.000030567873,0.000041429033,0.00006931577],"domain_scores_gemma":[0.99935883,0.00036252133,0.000054826593,0.000049956758,0.000104772844,0.000069222624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047775044,0.0006313779,0.0006966999,0.0006658346,0.00061395386,0.00092748617,0.001148658,0.0014783604,0.006926324],"category_scores_gemma":[0.0010637692,0.00034087835,0.0009867037,0.0007726321,0.0006039773,0.0005514564,0.0009949052,0.0006918019,0.0004314546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023377734,0.000026248346,0.00059701124,0.000010659386,0.000005232969,0.000038471426,0.000028707263,0.9973327,0.00030188463,0.000843114,0.000091071975,0.0007014832],"study_design_scores_gemma":[0.000009733835,0.000020862759,0.00021179269,0.000002076168,0.0000031906748,0.0000057510797,0.000023725797,0.9990841,0.0001811165,0.00022883111,0.00022580072,0.0000029556318],"about_ca_topic_score_codex":0.019554669,"about_ca_topic_score_gemma":0.012484795,"teacher_disagreement_score":0.019554669,"about_ca_system_score_codex":0.0009530358,"about_ca_system_score_gemma":0.0014991502,"threshold_uncertainty_score":0.03888172},"labels":[],"label_agreement":null},{"id":"W4246312603","doi":"10.1109/wsc.2016.7822404","title":"Behavioral analysis of agent based service channel design using neural networks","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Artificial neural network; Computer science; Artificial intelligence; Machine learning; Nervous system network models; Types of artificial neural networks; Time delay neural network","score_opus":0.16020611478122093,"score_gpt":0.331544088468259,"score_spread":0.17133797368703807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246312603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41308275,0.00025326823,0.56080997,0.0012916378,0.00006320087,0.00018879361,0.00014521006,0.00029129983,0.02387385],"genre_scores_gemma":[0.9896438,0.00007039449,0.007306133,0.000034773766,0.00000619356,0.00006584361,0.000022769076,0.000018444376,0.002831588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932754,0.0002905382,0.000023254684,0.00007704034,0.00013261517,0.00014904396],"domain_scores_gemma":[0.9974178,0.001591444,0.00031991597,0.00009689381,0.00040639233,0.0001675047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017544576,0.00045582812,0.00067234674,0.00063299417,0.00055330945,0.0010743958,0.0008775954,0.001033303,0.0045235227],"category_scores_gemma":[0.005559824,0.00045257638,0.0005270484,0.00035996613,0.0010092868,0.0012014757,0.0006964009,0.00083846704,0.000265182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042878382,0.000033976736,0.00049879326,0.0000150033875,0.000013977735,0.000028571196,0.000035322733,0.9850134,0.0005485081,0.011820835,0.0001757085,0.0017730324],"study_design_scores_gemma":[0.0000029823645,0.0000061067467,0.000065979344,0.000001028964,0.0000019467475,0.0000021942858,0.0000052600485,0.9982626,0.000061119936,0.0015489004,0.000040119532,0.0000018804715],"about_ca_topic_score_codex":0.012561103,"about_ca_topic_score_gemma":0.005763131,"teacher_disagreement_score":0.012561103,"about_ca_system_score_codex":0.0025450517,"about_ca_system_score_gemma":0.0015681827,"threshold_uncertainty_score":0.024976015},"labels":[],"label_agreement":null},{"id":"W4246986565","doi":"10.1109/wsc.2016.7822328","title":"A Bayesian inference based simulation approach for estimating fraction nonconforming of pipe spool welding processes","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Fraction (chemistry); Process (computing); Schedule; Reliability (semiconductor); Computer science; Welding; Bayesian inference; Inference; Bayesian probability; Engineering; Reliability engineering; Mechanical engineering; Artificial intelligence; Mathematics; Statistics","score_opus":0.12215942026626554,"score_gpt":0.37691133022490614,"score_spread":0.2547519099586406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246986565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054125108,0.00018084492,0.942524,0.00014793602,0.000015985166,0.000069221715,0.000110734836,0.00024350203,0.0025826138],"genre_scores_gemma":[0.8665857,0.0003531074,0.13002925,0.00007755823,0.000028706127,0.00026333574,0.0004157423,0.000052667594,0.0021940195],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866617,0.0006099924,0.00008461595,0.00022256946,0.0002949511,0.00012163289],"domain_scores_gemma":[0.994041,0.004414781,0.00062408944,0.00022479724,0.0005571187,0.00013820792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043069967,0.0007406252,0.0012762406,0.0017513726,0.00066546,0.0012450104,0.0019002706,0.0014755854,0.0019229788],"category_scores_gemma":[0.011975098,0.0011325625,0.0011984486,0.0012928821,0.0009484988,0.0015796405,0.0009747977,0.0014925267,0.00023832255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021028533,0.00000962023,0.00054731366,0.000006671554,0.000010482592,0.000013594843,0.000016888556,0.99308336,0.00011780823,0.003926078,0.000041787578,0.0022053136],"study_design_scores_gemma":[0.0000030957467,0.000005566528,0.00010262162,0.0000025826569,0.0000029642542,0.0000035480184,0.0000020623988,0.9987588,0.00006664324,0.0009949147,0.00005323736,0.000003959286],"about_ca_topic_score_codex":0.026614385,"about_ca_topic_score_gemma":0.014573365,"teacher_disagreement_score":0.026614385,"about_ca_system_score_codex":0.0022858647,"about_ca_system_score_gemma":0.0019558596,"threshold_uncertainty_score":0.05291897},"labels":[],"label_agreement":null},{"id":"W4250644863","doi":"10.1109/wsc.2016.7822082","title":"A tutorial on ABCmod: An Activity Based discrete event Conceptual modelling framework","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Conceptual model; Domain (mathematical analysis); Naturalness; Process (computing); Event (particle physics); Conceptual framework; Perspective (graphical); Domain model; Artificial intelligence; Programming language; Mathematics; Epistemology","score_opus":0.23787390308042033,"score_gpt":0.4501405750829712,"score_spread":0.21226667200255084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250644863","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037622024,0.0049912436,0.96422774,0.001890041,0.00047684956,0.00026256905,0.00082476286,0.0011165923,0.025834024],"genre_scores_gemma":[0.012566066,0.012036733,0.9532194,0.0012813268,0.00050912664,0.0011966028,0.0023473357,0.00094781525,0.015895704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983902,0.00065722875,0.00023313942,0.0001631196,0.0004821505,0.00007421457],"domain_scores_gemma":[0.9981488,0.0011637326,0.00012402757,0.0001653754,0.0003035312,0.00009458918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042416495,0.0018427714,0.0013202538,0.0025578446,0.0009274239,0.004581034,0.0031854273,0.0025420163,0.02673503],"category_scores_gemma":[0.0065143933,0.001363182,0.0021506983,0.0043757237,0.0017710506,0.0067250533,0.0029331327,0.0047967145,0.009213639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019854577,0.00003947861,0.00016408498,0.00057925604,0.00002332895,0.0002725227,0.00053671503,0.009335288,0.00068075507,0.84957975,0.043453403,0.09531554],"study_design_scores_gemma":[0.000012580283,0.000016762859,0.00010173856,0.00033910107,0.000013146845,0.0003854443,0.000086329004,0.025320379,0.00033402245,0.25996608,0.7133915,0.000032902317],"about_ca_topic_score_codex":0.005433585,"about_ca_topic_score_gemma":0.0050937757,"teacher_disagreement_score":0.02673503,"about_ca_system_score_codex":0.001958914,"about_ca_system_score_gemma":0.002185954,"threshold_uncertainty_score":0.089437604},"labels":[],"label_agreement":null},{"id":"W4254654375","doi":"10.1109/wsc.2016.7822363","title":"Simulation-based analysis of operational efficiency and safety in a virtual environment","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Waiward Steel (Canada); University of Alberta","funders":"","keywords":"Productivity; Computer science; Discrete event simulation; Work (physics); Production (economics); Human factors and ergonomics; Risk analysis (engineering); Engineering; Systems engineering; Simulation; Poison control","score_opus":0.012402889062573433,"score_gpt":0.22712709212839308,"score_spread":0.21472420306581963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254654375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66425085,0.0000827522,0.32747847,0.00010322041,0.000026467766,0.00011254439,0.00017417855,0.00047030143,0.0073012034],"genre_scores_gemma":[0.98773056,0.00004919752,0.011626576,0.0000053551994,0.0000021471446,0.00004995492,0.000051720384,0.000012783637,0.0004717378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972457,0.00011021957,0.000017435827,0.000029066126,0.00007959521,0.000039108123],"domain_scores_gemma":[0.9992526,0.0004711688,0.00007828926,0.00006964287,0.00008388845,0.000044423246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005685239,0.00043764303,0.00043450602,0.0005387443,0.0002535818,0.0007945615,0.0005021689,0.00045564372,0.0012594794],"category_scores_gemma":[0.0014973483,0.00025864088,0.0005167188,0.00036465473,0.00042555283,0.00051035156,0.0005469439,0.00026037428,0.00012858685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053835476,0.000028929775,0.00084031065,0.000010262674,0.000009866552,0.000013655453,0.000022818625,0.99516666,0.0008513344,0.0006419866,0.000031091477,0.0023293504],"study_design_scores_gemma":[0.0000060387047,0.000029309756,0.00046056113,0.000001834895,0.0000036820757,0.0000037342716,0.000011698019,0.99867296,0.00043012353,0.00028700905,0.00008976092,0.0000034590098],"about_ca_topic_score_codex":0.0081891995,"about_ca_topic_score_gemma":0.0042877416,"teacher_disagreement_score":0.0081891995,"about_ca_system_score_codex":0.0005505219,"about_ca_system_score_gemma":0.0007828388,"threshold_uncertainty_score":0.016283095},"labels":[],"label_agreement":null}]}