{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"a9f9dc708cf4","filters":{"venue":"2008 Winter Simulation Conference"}},"results":[{"id":"W3145636598","doi":"10.1109/wsc.2008.4736229","title":"Simulation-based verification of lean improvement for emergency room process","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"Universitatea din București; University of Jordan","keywords":"Overcrowding; Process (computing); Health care; Lean manufacturing; Medical emergency; Key (lock); Computer science; Process management; Risk analysis (engineering); Operations management; Medicine; Business; Engineering; Computer security","authors":[{"name":"Nancy Khurma","is_ca":true},{"name":"Gheorghe M. Bacioiu","is_ca":true},{"name":"Zbigniew J. Pasek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1584201905996658,"gpt":0.455554909861434,"spread":0.2971347192617683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003485115,0.0008218145,0.000541583,0.0006983036,0.0005483621,0.001084578,0.0009615014,0.0008299818,0.00202232],"category_scores_gemma":[0.009666299,0.0004423045,0.0007951607,0.0004161175,0.0008518541,0.0006541589,0.000738783,0.0009065995,0.0001134746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352132,"about_ca_system_score_gemma":0.003343004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03517409,"about_ca_topic_score_gemma":0.01809681,"domain_scores_codex":[0.9987166,0.0006789995,0.00006927148,0.0001092356,0.000258174,0.0001676793],"domain_scores_gemma":[0.9911748,0.006428909,0.0005920517,0.000450308,0.001203229,0.0001506256],"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":[0.00009643857,0.00005229985,0.0007656766,0.00001984649,0.00000894222,0.00001903726,0.00003611869,0.9957449,0.0003843589,0.001480469,0.00003642951,0.00135561],"study_design_scores_gemma":[0.00001518377,0.00002816886,0.00009620384,0.000002868144,0.000002653929,0.000001551228,0.000008750822,0.9990786,0.0004513271,0.0002525161,0.00005970459,0.000002315528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.695475,0.0001128843,0.2927639,0.0002918917,0.00006674897,0.0005070259,0.0004632537,0.0009073881,0.009411866],"genre_scores_gemma":[0.968575,0.00003525459,0.0306306,0.00001312502,0.000003157392,0.0001774705,0.000121838,0.00001847794,0.0004251179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03517409,"threshold_uncertainty_score":0.06993866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140020526","doi":"10.1109/wsc.2008.4736099","title":"Fast simulation of equity-linked life insurance contracts with a surrender option","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Research Council Canada","keywords":"Surrender; Life insurance; Monte Carlo methods for option pricing; Monte Carlo method; Equity (law); Estimator; Actuarial science; Control variates; Computer science; Put option; Order (exchange); Importance sampling; Econometrics; Economics; Valuation of options; Markov chain Monte Carlo; Finance; Mathematics; Hybrid Monte Carlo","authors":[{"name":"Carole Bernard","is_ca":true},{"name":"Christiane Lemieux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09144684093465552,"gpt":0.3538910352994352,"spread":0.2624441943647797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002611418,0.0004811597,0.0009080712,0.0006367979,0.0005506612,0.001131122,0.001120851,0.001802178,0.003023566],"category_scores_gemma":[0.01158307,0.0005300642,0.000755271,0.0006651047,0.001405653,0.001423135,0.001280574,0.001469523,0.0001881075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119524,"about_ca_system_score_gemma":0.00120722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165385,"about_ca_topic_score_gemma":0.007870613,"domain_scores_codex":[0.9993666,0.0003322033,0.00002575608,0.0000643962,0.0001126159,0.00009847231],"domain_scores_gemma":[0.992156,0.006080839,0.0005327268,0.0002760795,0.0005396192,0.0004147642],"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":[0.00004558919,0.00002149867,0.001139556,0.000006232745,0.000008989527,0.00003863777,0.00002604758,0.9909047,0.0001433749,0.006807556,0.00007427487,0.000783583],"study_design_scores_gemma":[0.000007862663,0.00000468778,0.00007120317,0.000001286839,0.000001206738,0.000002092279,0.000004718216,0.9985651,0.00004905782,0.00125616,0.00003474997,0.000001841992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261033,0.0003952258,0.2662769,0.0009076515,0.00008896409,0.0000776548,0.0002477127,0.0003735662,0.005528969],"genre_scores_gemma":[0.9734828,0.0001051695,0.02454355,0.00007144015,0.00001375292,0.00006862172,0.000213372,0.00003523387,0.001465903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165385,"threshold_uncertainty_score":0.03288448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139789382","doi":"10.1109/wsc.2008.4736356","title":"Simulation of modular building construction","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Natural Resources; University of Alberta","funders":"University of Alberta","keywords":"Modular design; Computer science; Process (computing); Modular construction; Quality (philosophy); Software; Construction management; Systems engineering; Engineering; Civil engineering; Operating system","authors":[{"name":"Osama Mohsen","is_ca":true},{"name":"Paul J. Knytl","is_ca":true},{"name":"Basel Abdulaal","is_ca":true},{"name":"Jacek Olearczyk","is_ca":true},{"name":"Mohamed Al‐Hussein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02551500081864298,"gpt":0.2431424004649759,"spread":0.2176273996463329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004532453,0.0005344572,0.0005762922,0.0005646126,0.0003982898,0.000724795,0.0007747735,0.0008993659,0.005215443],"category_scores_gemma":[0.001670598,0.0003915504,0.000731655,0.0007311281,0.0006902201,0.0005176508,0.0008532726,0.0004173476,0.0005213242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008605997,"about_ca_system_score_gemma":0.001040551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004355,"about_ca_topic_score_gemma":0.006439222,"domain_scores_codex":[0.9997302,0.00008773778,0.00001115219,0.00003486212,0.00008033623,0.00005565227],"domain_scores_gemma":[0.9992898,0.0004002598,0.00006323307,0.00006534192,0.0001127759,0.00006857505],"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":[0.00001609119,0.000007567185,0.0003872241,0.000007593977,0.000003185702,0.00001308982,0.00001721465,0.9964468,0.0003137551,0.001584121,0.0000720059,0.001131266],"study_design_scores_gemma":[0.000006766171,0.00001073043,0.0001552469,0.000002368522,0.000001960643,0.000006082244,0.000009459434,0.9981771,0.0002675655,0.0008184952,0.0005414137,0.000002887354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4910523,0.0002505723,0.4423974,0.0003433029,0.00009093386,0.0001734468,0.001138614,0.001303659,0.06324979],"genre_scores_gemma":[0.9635434,0.0001512041,0.0293907,0.00002200092,0.000008375189,0.000153514,0.0004212063,0.00009898051,0.006210622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004355,"threshold_uncertainty_score":0.01997018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146604560","doi":"10.1109/wsc.2008.4736098","title":"Simulation of a Lévy process by PCA sampling to reduce the effective dimension","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":10,"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":"Monte Carlo method; Mathematics; Brownian bridge; Lévy process; Rejection sampling; Markov chain Monte Carlo; Monte Carlo integration; Brownian motion; Sampling (signal processing); Fractional Brownian motion; Hybrid Monte Carlo; Mathematical optimization; Statistical physics; Computer science; Applied mathematics; Statistics; Physics; Filter (signal processing)","authors":[{"name":"Pierre L’Ecuyer","is_ca":true},{"name":"Jean-Sébastien Parent-Chartier","is_ca":true},{"name":"Maxime Dion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017515071075717,"gpt":0.3787066236691818,"spread":0.2769551165616101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337893,0.0005260567,0.0008313622,0.0006681981,0.000460656,0.0007452182,0.0009681134,0.0008987606,0.00162055],"category_scores_gemma":[0.00596567,0.0003917943,0.0007888513,0.0005689212,0.001376297,0.001315838,0.001077189,0.001395458,0.0001573476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006715939,"about_ca_system_score_gemma":0.001062351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525369,"about_ca_topic_score_gemma":0.002914815,"domain_scores_codex":[0.9993159,0.0002942796,0.00003502532,0.00008735084,0.0001806361,0.00008690688],"domain_scores_gemma":[0.9970385,0.001971028,0.0002154562,0.0003440817,0.0003120108,0.0001189354],"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":[0.00006225567,0.00003288961,0.001722305,0.00002283443,0.00002835056,0.00006990167,0.00005619072,0.944652,0.001983866,0.04587789,0.0002405499,0.00525102],"study_design_scores_gemma":[0.000005692503,0.000008426697,0.00008435344,0.000001185478,0.000001829087,0.00000652016,0.000002460909,0.9957616,0.0002812618,0.003774578,0.00006924102,0.000002966592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09002951,0.00008269501,0.9081579,0.0002016331,0.00003091307,0.00005381385,0.00004062462,0.0002697236,0.001133183],"genre_scores_gemma":[0.7918187,0.0001825217,0.2060522,0.0001029441,0.00003803022,0.0002206284,0.0001641614,0.00005835236,0.00136246],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00525369,"threshold_uncertainty_score":0.01236409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237045795","doi":"10.1109/wsc.2008.4736343","title":"Multi-Agent Resource Allocation (MARA) for modeling construction processes","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Adaptability; Scheduling (production processes); Procurement; Schedule; Field (mathematics); Resource allocation; Sample (material); Resource (disambiguation); Operations research; Shared resource; Systems engineering; Distributed computing; Engineering; Operations management","authors":[{"name":"Yang Liu","is_ca":true},{"name":"Yasser Mohamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06067313235577595,"gpt":0.2693225300008231,"spread":0.2086493976450472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039107,0.001206687,0.0009373678,0.0006990883,0.0008452205,0.001221184,0.001815238,0.002015916,0.005713899],"category_scores_gemma":[0.002284616,0.0007458605,0.001542046,0.001084903,0.0007110457,0.001088845,0.001136039,0.001953741,0.001146153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209698,"about_ca_system_score_gemma":0.001520562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009148583,"about_ca_topic_score_gemma":0.00932504,"domain_scores_codex":[0.9993597,0.0003492025,0.00004055816,0.00007048989,0.0001412233,0.00003893364],"domain_scores_gemma":[0.999294,0.0004392606,0.0001044329,0.0000531199,0.00007841243,0.00003067327],"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":[0.00001164411,0.00001835729,0.0001421425,0.00005464045,0.00002365933,0.00004559872,0.00004250037,0.9525759,0.0004765432,0.03954948,0.0006417542,0.006417766],"study_design_scores_gemma":[0.000007148008,0.000008105534,0.00002708945,0.000008599996,0.000006021552,0.00001216692,0.000007537421,0.9899353,0.0001260639,0.006221178,0.003636708,0.000004111624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002062616,0.0002808874,0.9923518,0.0001453997,0.00005102594,0.00009327047,0.00009472464,0.0003373942,0.004582859],"genre_scores_gemma":[0.1592539,0.0009122372,0.8305053,0.0001091162,0.00007714245,0.001187228,0.0002405604,0.0001991332,0.007515346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009148583,"threshold_uncertainty_score":0.01911491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3145135333","doi":"10.1109/wsc.2008.4736347","title":"A framework for simulating industrial construction processes","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Fabrication; Process (computing); Computer science; Manufacturing engineering; Product (mathematics); Raw material; Solid modeling; Process engineering; Engineering drawing; Systems engineering; Mechanical engineering; Engineering","authors":[{"name":"Naimeh Sadeghi","is_ca":true},{"name":"Aminah Robinson Fayek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08203049379933161,"gpt":0.2904476750403483,"spread":0.2084171812410167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001304259,0.001458344,0.001055073,0.000914435,0.0009156146,0.001545781,0.003165684,0.0016024,0.005412183],"category_scores_gemma":[0.001987744,0.000900614,0.001926404,0.00102429,0.00111706,0.001298824,0.00138662,0.001654208,0.000804333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530726,"about_ca_system_score_gemma":0.002342873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017017,"about_ca_topic_score_gemma":0.0120369,"domain_scores_codex":[0.9993724,0.0002414928,0.00004515336,0.00009023084,0.0001825632,0.00006820796],"domain_scores_gemma":[0.9993631,0.0003194931,0.00006194448,0.00009704039,0.0000981341,0.00006028927],"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":[0.00002198012,0.00002987467,0.0002578,0.00006031322,0.00002371248,0.00005028504,0.00006746861,0.9299373,0.0008561417,0.06236828,0.0005429841,0.005783987],"study_design_scores_gemma":[0.00002324624,0.00002239132,0.00005397726,0.00001685673,0.00001275358,0.00002057355,0.00001549403,0.9739426,0.0004200387,0.0167912,0.008671649,0.000009261179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005548721,0.000200668,0.9876815,0.0001232431,0.00005016795,0.0001202847,0.0002389522,0.001012254,0.005024257],"genre_scores_gemma":[0.1974619,0.000800478,0.7945803,0.00007732597,0.00005163804,0.0009800981,0.0007472249,0.0003376906,0.00496346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.017017,"threshold_uncertainty_score":0.03383589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148337883","doi":"10.1109/wsc.2008.4736159","title":"Extending DEVS to support multiple occurrence in component-based simulation","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","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; Component (thermodynamics); Formalism (music); Modeling and simulation; Discrete event simulation; Distributed computing; Theoretical computer science; Programming language; Simulation","authors":[{"name":"Olivier Dalle","is_ca":false},{"name":"Bernard P. Zeigler","is_ca":false},{"name":"Gabriel Wainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2965579688077867,"gpt":0.4483825739405305,"spread":0.1518246051327439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005255811,0.0006472301,0.0007584412,0.0008936807,0.0007218434,0.002181052,0.002831436,0.001239673,0.002313743],"category_scores_gemma":[0.007063123,0.001115821,0.00250348,0.0006520274,0.00216848,0.004646069,0.00490752,0.003234349,0.0004437801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020072,"about_ca_system_score_gemma":0.001699115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243783,"about_ca_topic_score_gemma":0.003870805,"domain_scores_codex":[0.996473,0.001175432,0.0005867279,0.0003930434,0.00108533,0.0002864347],"domain_scores_gemma":[0.9940822,0.002684865,0.000312398,0.00208056,0.0006104879,0.0002295564],"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":[0.0001640027,0.0001277854,0.004094556,0.00028739,0.0001468713,0.0008502101,0.001558963,0.2040637,0.007775282,0.7078146,0.001600998,0.0715156],"study_design_scores_gemma":[0.00008035429,0.0001063186,0.0003647225,0.0001571563,0.0001013886,0.0005291057,0.0001637312,0.6721259,0.01565099,0.2135188,0.09712569,0.00007578782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008599147,0.00006487613,0.9882068,0.0001247314,0.00003826955,0.00004800049,0.00005942415,0.0008785739,0.001980197],"genre_scores_gemma":[0.2891152,0.0002816131,0.7056621,0.0001644942,0.00006255265,0.0002622175,0.0003509918,0.0006705336,0.003430371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005255811,"threshold_uncertainty_score":0.02779573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150068860","doi":"10.1109/wsc.2008.4736144","title":"Vesicle-synapsin interactions modeled with Cell-DEVS","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Neural dynamics and brain function","field":"Neuroscience","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":"Synapsin; Vesicle; Synapsin I; Synaptic vesicle; Cellular automaton; Computer science; Vesicle fusion; Biological system; Biophysics; Chemistry; Biology; Artificial intelligence; Biochemistry","authors":[{"name":"Rhys Goldstein","is_ca":true},{"name":"Gabriel Wainer","is_ca":true},{"name":"James J. Cheetham","is_ca":true},{"name":"Roderick S. Bain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07085710506811432,"gpt":0.2716112537968475,"spread":0.2007541487287332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003758814,0.000458816,0.001042143,0.0005078251,0.0006741889,0.0007518589,0.001422814,0.001313988,0.003555726],"category_scores_gemma":[0.0009439502,0.0004302785,0.0009562675,0.000592967,0.0008388598,0.0007796495,0.0007907214,0.0009302943,0.0003500635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388142,"about_ca_system_score_gemma":0.001101786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993019,"about_ca_topic_score_gemma":0.01394782,"domain_scores_codex":[0.9998356,0.00003097611,0.000009392937,0.00002792117,0.00005202425,0.00004407681],"domain_scores_gemma":[0.999639,0.000161359,0.00005582473,0.00003228004,0.00006028527,0.00005126367],"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":[0.00003212742,0.00003056713,0.0005676156,0.00002031409,0.000014499,0.0001449758,0.00005812899,0.9678752,0.001885805,0.02750477,0.0003015375,0.001564575],"study_design_scores_gemma":[0.00001397407,0.000007980339,0.00007747319,0.000001741919,0.00000275872,0.000009726517,0.000007682364,0.9967319,0.0003320149,0.002421665,0.0003892409,0.000003872362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6755958,0.0004698568,0.2761865,0.000853229,0.0003034687,0.0001502973,0.001848061,0.0007167889,0.04387588],"genre_scores_gemma":[0.9668755,0.0002062315,0.02337351,0.00007024346,0.00002473597,0.0001734545,0.0003516926,0.00006276583,0.008861816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993019,"threshold_uncertainty_score":0.03962833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142678045","doi":"10.1109/wsc.2008.4736277","title":"Clarifying CONWIP versus push system behavior using simulation","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":9,"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":"Workload; Computer science; Throughput; Real-time computing; Control system; Simulation; Reliability engineering; Industrial engineering; Engineering; Operating system","authors":[{"name":"S. T. Enns","is_ca":true},{"name":"Paul Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.102765689702122,"gpt":0.3005352749114445,"spread":0.1977695852093226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254593,0.0004377889,0.0003225961,0.0002612713,0.0003152857,0.0006390635,0.0003710542,0.0003567692,0.0008393751],"category_scores_gemma":[0.004052124,0.0001683571,0.0001688449,0.0002914665,0.0003957798,0.001011333,0.0003349942,0.0004787066,0.00008536832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732922,"about_ca_system_score_gemma":0.0006556729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067239,"about_ca_topic_score_gemma":0.002741674,"domain_scores_codex":[0.9994573,0.0001807748,0.00003115158,0.00007132716,0.0001509825,0.0001085493],"domain_scores_gemma":[0.9973116,0.001924107,0.0002308941,0.0002388673,0.0002459079,0.00004869499],"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":[0.0007187072,0.0003656174,0.008566001,0.0001351866,0.00003410992,0.0001793803,0.0003899357,0.9170609,0.03953842,0.006333801,0.0004162125,0.02626175],"study_design_scores_gemma":[0.00002032471,0.0002167973,0.000947069,0.000003553609,0.000005510324,0.00001459064,0.00005397042,0.9892659,0.00859139,0.0006498672,0.0002242217,0.000006752639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608029,0.00005342239,0.03663002,0.00007106711,0.00001100806,0.0000666864,0.00005556141,0.000186942,0.002122347],"genre_scores_gemma":[0.9933558,0.00002457382,0.006314688,0.00001239551,0.000001570595,0.00002847958,0.00002671562,0.00001245614,0.0002234223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004067239,"threshold_uncertainty_score":0.008087158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152035376","doi":"10.1109/wsc.2008.4736279","title":"A simulation based system for analysis and design of production control systems","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","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":"Computer science; Production (economics); Variety (cybernetics); Authorization; Production control; Control system; Control (management); Simulation modeling; Systems design; Control engineering; Systems engineering; Distributed computing; Engineering; Software engineering","authors":[{"name":"Corinne MacDonald","is_ca":true},{"name":"Eldon A. Gunn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2054651293309104,"gpt":0.3928402296624103,"spread":0.1873751003314999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002984212,0.001604936,0.001432725,0.001415825,0.0006195156,0.002507652,0.002266383,0.001687552,0.0372428],"category_scores_gemma":[0.007631658,0.0009742912,0.00140403,0.001072713,0.000768766,0.001475198,0.002303379,0.002508117,0.01006212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093411,"about_ca_system_score_gemma":0.002298149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252897,"about_ca_topic_score_gemma":0.001786651,"domain_scores_codex":[0.997581,0.00106913,0.0002680185,0.0002715826,0.0006925062,0.000117789],"domain_scores_gemma":[0.9977376,0.001114898,0.0001247839,0.0005074797,0.0003980709,0.0001171526],"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":[0.001046132,0.0003519408,0.002108267,0.001248617,0.0004553564,0.0007814707,0.0005563734,0.5169846,0.02539198,0.2221449,0.07618454,0.1527459],"study_design_scores_gemma":[0.0003018142,0.0001292606,0.000303892,0.0001318123,0.00007052071,0.0001400149,0.0000231544,0.8352466,0.006769656,0.02766561,0.1291633,0.0000543724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001173207,0.0000898987,0.9675015,0.0001302099,0.0001190834,0.0003724535,0.001182921,0.02463205,0.00479881],"genre_scores_gemma":[0.09062451,0.0006313795,0.8815481,0.0004099272,0.0001435783,0.004687734,0.007394204,0.004251797,0.01030878],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0372428,"threshold_uncertainty_score":0.1245896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3144645476","doi":"10.1109/wsc.2008.4736198","title":"A hybrid approach based on multi-agent geosimulation and reinforcement learning to solve a UAV patrolling problem","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada; Université Laval; The North South Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Patrolling; Reinforcement learning; Computer science; Set (abstract data type); Drone; Artificial intelligence; Distributed computing; Autonomous agent","authors":[{"name":"Jimmy Perron","is_ca":true},{"name":"Jimmy Hogan","is_ca":true},{"name":"Bernard Moulin","is_ca":true},{"name":"Jean Berger","is_ca":true},{"name":"Micheline Bélanger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05845513095134897,"gpt":0.2739394683298382,"spread":0.2154843373784893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000510831,0.0005885283,0.0005470969,0.0002998695,0.0003230541,0.000398727,0.0009143105,0.0006868267,0.001074305],"category_scores_gemma":[0.0009442255,0.0002533312,0.0004669177,0.0002089379,0.0005762758,0.000514217,0.0008096089,0.0005997813,0.0001752158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865055,"about_ca_system_score_gemma":0.0006374135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002688257,"about_ca_topic_score_gemma":0.002246044,"domain_scores_codex":[0.9998057,0.00006798824,0.000009043984,0.00003492426,0.00005479444,0.00002743177],"domain_scores_gemma":[0.9996698,0.0001753894,0.00004181052,0.00003494803,0.00004850721,0.00002952629],"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":[0.00002679157,0.0000405063,0.0003364,0.00002734345,0.00003602128,0.00003814247,0.00004044018,0.9719906,0.002091696,0.006614147,0.0001655453,0.01859242],"study_design_scores_gemma":[0.000007547648,0.00002595721,0.00002568562,0.000001572898,0.000003113319,0.000006318715,0.000004222645,0.9984142,0.0003210958,0.0009662602,0.000221929,0.000002077169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02285467,0.00008967908,0.9747627,0.0001237463,0.00002439117,0.00003187699,0.000006374175,0.0001827697,0.001923798],"genre_scores_gemma":[0.7712422,0.0001051635,0.226411,0.00009936253,0.00002641182,0.0001884739,0.00002757811,0.00003804005,0.001861725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002688257,"threshold_uncertainty_score":0.005345166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3145372498","doi":"10.1109/wsc.2008.4736349","title":"Distributed agent-based simulation of construction projects with HLA","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","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 Alberta","funders":"","keywords":"High-level architecture; Interoperability; Schedule; Computer science; Reuse; Systems engineering; Process (computing); Resource (disambiguation); Distributed computing; Software engineering; Engineering; Computer network; Operating system","authors":[{"name":"Hosein Taghaddos","is_ca":true},{"name":"Simaan AbouRizk","is_ca":true},{"name":"Yasser Mohamed","is_ca":true},{"name":"Ivan Ourdev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02878290328565911,"gpt":0.2330122318713007,"spread":0.2042293285856416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102192,0.0002676583,0.0004379803,0.0004040751,0.0005254726,0.001321029,0.001005165,0.0008518582,0.002329519],"category_scores_gemma":[0.002220691,0.0003721121,0.0004306996,0.0007120903,0.0007586451,0.001033284,0.001280788,0.0007462198,0.0002506693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021259,"about_ca_system_score_gemma":0.001522476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009332496,"about_ca_topic_score_gemma":0.005011865,"domain_scores_codex":[0.999346,0.0003979468,0.00003232713,0.00005140842,0.0001196558,0.00005278989],"domain_scores_gemma":[0.9990811,0.0005040126,0.00006707051,0.0001581947,0.000118585,0.00007091452],"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":[0.00003282525,0.0000328066,0.0005680213,0.000007247829,0.000008596674,0.00004999758,0.0000724706,0.9846372,0.0005346544,0.01115673,0.0001227721,0.002776743],"study_design_scores_gemma":[0.00001441727,0.00001144172,0.00009513059,0.000001883339,0.000002466058,0.000006512861,0.00001683988,0.9966446,0.000241549,0.002407096,0.0005551144,0.000002933139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1983572,0.00009257751,0.7827314,0.0003111649,0.00003630445,0.0002134617,0.0001483981,0.0009526348,0.01715685],"genre_scores_gemma":[0.8994939,0.0001102672,0.09669528,0.00003037318,0.000007865417,0.0003120308,0.0001257598,0.00004886341,0.003175741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009332496,"threshold_uncertainty_score":0.01855636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3141865314","doi":"10.1109/wsc.2008.4736186","title":"A discrete event simulation model for examining future sustainability of Canadian Forces operations","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Software deployment; Sustainability; Contingency; Event (particle physics); Discrete event simulation; Contingency plan; Computer science; Unit (ring theory); Economic shortage; Operations research; Task (project management); Perspective (graphical); Set (abstract data type); Proof of concept; Engineering; Simulation; Systems engineering; Mathematics; Computer security; Artificial intelligence","authors":[{"name":"Patricia Moorhead","is_ca":true},{"name":"Andrew Wind","is_ca":true},{"name":"Mira Halbrohr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2482735997734979,"gpt":0.4206588254531409,"spread":0.172385225679643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148357,0.0008644769,0.0005990275,0.0008697589,0.001067142,0.001315181,0.001944922,0.001023205,0.003988969],"category_scores_gemma":[0.003388195,0.0004328481,0.00070964,0.0007766093,0.0008438528,0.0008560508,0.0008313448,0.001300528,0.0002274598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006498889,"about_ca_system_score_gemma":0.01080534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5222955,"about_ca_topic_score_gemma":0.3837428,"domain_scores_codex":[0.9994428,0.0001713419,0.00002176401,0.00007085338,0.0001918713,0.0001013934],"domain_scores_gemma":[0.9989071,0.000538339,0.00009499348,0.00004482769,0.0003289147,0.00008579253],"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":[0.00001853073,0.00001523725,0.0004150957,0.00001480723,0.000007418977,0.00002147205,0.00002506224,0.9879357,0.0001612975,0.009986485,0.0002262703,0.001172728],"study_design_scores_gemma":[0.00001493068,0.00001018152,0.0001022031,0.000003761626,0.000005312454,0.00000303238,0.00001537586,0.9975718,0.00009252445,0.001292996,0.0008822769,0.000005611305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1442582,0.0003288164,0.7925828,0.001647736,0.000200702,0.0008896298,0.003772226,0.0008636446,0.05545618],"genre_scores_gemma":[0.8521007,0.0004605111,0.1379839,0.0001284506,0.00002920794,0.000795231,0.001210741,0.00005211995,0.007239073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4777045,"threshold_uncertainty_score":0.9610355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139774693","doi":"10.1109/wsc.2008.4736350","title":"Optimization of Multi-Project Environment (OPMPE)","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Project planning; Project management; Scheduling (production processes); Work (physics); Project management triangle; Operations research; Process management; Systems engineering; Engineering; Operations management","authors":[{"name":"Lokman Hossain","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2789815780524423,"gpt":0.4156624431019147,"spread":0.1366808650494724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118149,0.0008602111,0.0009159205,0.0005781868,0.0004130471,0.001112916,0.0008396136,0.0008004496,0.002800743],"category_scores_gemma":[0.002556644,0.0005282656,0.000983812,0.0006947735,0.0005406492,0.001265207,0.001199879,0.0008476966,0.0002809874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807092,"about_ca_system_score_gemma":0.001500995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783818,"about_ca_topic_score_gemma":0.002767997,"domain_scores_codex":[0.9990457,0.0004303378,0.00003130389,0.0001311501,0.0002285946,0.0001329714],"domain_scores_gemma":[0.9991477,0.0004756966,0.0001459638,0.00007057004,0.0001014903,0.00005867823],"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":[0.00001112839,0.000008839298,0.0002948267,0.00001834034,0.000009651961,0.00001907559,0.000007421745,0.9934592,0.0002043619,0.002719597,0.0001310783,0.003116481],"study_design_scores_gemma":[0.000007161549,0.00004660262,0.0002540376,0.00000578474,0.00000610547,0.00002176386,0.00001144014,0.994418,0.0003004108,0.003968447,0.0009545878,0.000005735324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05690271,0.0003297325,0.9283889,0.000295444,0.00005066158,0.000177724,0.0003766835,0.0003690698,0.01310904],"genre_scores_gemma":[0.8645985,0.0004858676,0.1287329,0.00006498122,0.00001815621,0.0005795876,0.0003542034,0.0001426444,0.00502324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003783818,"threshold_uncertainty_score":0.009369373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337136367","doi":"10.1109/wsc.2008.4736250","title":"Speeding up call center simulation and optimization by Markov chain uniformization","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","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":"Computer science; Markov chain; Uniformization (probability theory); Mathematical optimization; Scheduling (production processes); Discrete event simulation; Limit (mathematics); Variable-order Markov model; Algorithm; Markov model; Simulation; Mathematics; Machine learning","authors":[{"name":"Éric Buist","is_ca":true},{"name":"Wyean Chan","is_ca":true},{"name":"Pierre L’Ecuyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02722660027512881,"gpt":0.2563483864053878,"spread":0.229121786130259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003186096,0.0006912292,0.001284993,0.000598741,0.0007375048,0.0009571603,0.001488718,0.001108027,0.003238351],"category_scores_gemma":[0.01211463,0.0007345291,0.0007780701,0.000937596,0.0009225194,0.001851587,0.001219309,0.001975114,0.0003372356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705881,"about_ca_system_score_gemma":0.001997691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895462,"about_ca_topic_score_gemma":0.009211085,"domain_scores_codex":[0.9986777,0.0007305372,0.00006105945,0.0001364015,0.0002063335,0.00018796],"domain_scores_gemma":[0.9919807,0.006118635,0.000342861,0.0009388457,0.0004407093,0.0001783235],"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":[0.00003577204,0.00002346163,0.0003924063,0.0000061737,0.00000679659,0.000009892301,0.00001525964,0.9923186,0.0002151577,0.004418307,0.00009008773,0.002468129],"study_design_scores_gemma":[0.000006328106,0.000004740912,0.00002418745,7.25015e-7,0.000001124016,0.000001280341,0.000002203278,0.9988278,0.0001554938,0.0009320398,0.00004270178,0.000001448785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1313671,0.00007374112,0.8626393,0.000277867,0.00003801903,0.0001489533,0.0001534564,0.001723538,0.003578096],"genre_scores_gemma":[0.7935351,0.0000903719,0.2048686,0.0001078959,0.00001702403,0.0002880782,0.000224599,0.000141949,0.0007265404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01895462,"threshold_uncertainty_score":0.03768855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150513566","doi":"10.1109/wsc.2008.4736185","title":"Modeling and simulation of multinational intra-theatre logistics distribution","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"Transport and Logistics Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Multinational corporation; Computer science; Business","authors":[{"name":"Ahmed Ghanmi","is_ca":true},{"name":"Gregory B. Campbell","is_ca":false},{"name":"Thomas A. Gibbons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0520399306099761,"gpt":0.2673228374937534,"spread":0.2152829068837773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007772371,0.0005291127,0.0005901044,0.0004832476,0.0007340019,0.001584574,0.00106613,0.001370461,0.003213659],"category_scores_gemma":[0.001851629,0.0003661151,0.0007107747,0.0007013157,0.0006995769,0.0009781274,0.0009132174,0.0008682532,0.0003309447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881016,"about_ca_system_score_gemma":0.002077117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0600087,"about_ca_topic_score_gemma":0.02429374,"domain_scores_codex":[0.9995809,0.000154903,0.00001874542,0.00005008575,0.0000783634,0.0001169899],"domain_scores_gemma":[0.9992834,0.0003687258,0.00007742384,0.00005253743,0.000124391,0.00009359453],"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":[0.00001951602,0.00001573973,0.000689347,0.000004882739,0.000005174586,0.00002559717,0.00002284012,0.9966885,0.0001470659,0.001537898,0.0000879826,0.0007553982],"study_design_scores_gemma":[0.000005528182,0.000006973769,0.0001136765,0.000001374553,0.000001718029,0.000002972653,0.00001999281,0.9991177,0.00008431364,0.0003846904,0.0002590466,0.000002096337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7005356,0.0003521981,0.2549125,0.001057037,0.0001709261,0.000232828,0.0008853888,0.0006586569,0.04119491],"genre_scores_gemma":[0.9792936,0.0001876901,0.01457378,0.00004137622,0.00001005321,0.0001192805,0.0002909747,0.00004261959,0.005440603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0600087,"threshold_uncertainty_score":0.1193188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2183555822","doi":"10.1109/wsc.2008.4736355","title":"An integrated CAD and simulation model for concrete operations","year":2008,"lang":"en","type":"article","venue":"2008 Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Visual Basic for Applications; Downtown; Slab; CAD; Computer science; Software; Engineering drawing; 3d model; Civil engineering; Engineering; Architectural engineering; Structural engineering; Programming language; Geography; Artificial intelligence","authors":[{"name":"Aly Abdel Fattah","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03987809268743568,"gpt":0.2723750604807495,"spread":0.2324969677933138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003756912,0.000738449,0.0007226784,0.0007685357,0.0004141906,0.001534048,0.001402759,0.001635176,0.007896212],"category_scores_gemma":[0.0008876561,0.0006258755,0.0009979336,0.0008612494,0.0005178716,0.0009542297,0.000663965,0.0007870192,0.001254078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009588813,"about_ca_system_score_gemma":0.001584151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396652,"about_ca_topic_score_gemma":0.008627179,"domain_scores_codex":[0.9996196,0.00006345956,0.00003071992,0.00006320581,0.0001732562,0.0000497281],"domain_scores_gemma":[0.9997386,0.0000882814,0.00002952686,0.00003060613,0.0000956714,0.00001726668],"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":[0.00002647982,0.00002388293,0.0003194383,0.00002568893,0.00000880722,0.0000484236,0.00003936064,0.983375,0.001492826,0.009722148,0.0003187362,0.004599314],"study_design_scores_gemma":[0.000008641476,0.00001219362,0.0001016098,0.000005828787,0.00000809605,0.00001975652,0.000007872079,0.9949625,0.0006135639,0.001152572,0.003101306,0.000006019011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02910747,0.0002356896,0.941565,0.0002221502,0.00007687108,0.0001590639,0.0008958768,0.001517727,0.02622008],"genre_scores_gemma":[0.723992,0.0009326054,0.2410676,0.0001217601,0.00004950671,0.0009082599,0.002102464,0.0003376613,0.03048793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01396652,"threshold_uncertainty_score":0.02777046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}