{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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"},"query_hash":"10703ab753ac","filters":{"venue":"Winter Simulation Conference Proceedings, 1995."}},"results":[{"id":"W4232036958","doi":"10.1109/wsc.1995.478870","title":"Stochastic optimization applied to a manufacturing system operation problem","year":2005,"lang":"en","type":"article","venue":"Winter Simulation Conference Proceedings, 1995.","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":"University of Calgary","funders":"","keywords":"Computer science; Infinitesimal; Mathematical optimization; Discrete event simulation; Code (set theory); Simulation language; Industrial engineering; Algorithm; Engineering; Simulation; Mathematics; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.07333661275753302,"gpt":0.355063953974049,"spread":0.281727341216516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009809906,0.0002945113,0.0003407546,0.0005631241,0.00036881,0.001145342,0.0006756913,0.0001511135,0.0006235402],"category_scores_gemma":[0.0002113791,0.0002595995,0.00008673105,0.00059732,0.00004005107,0.0009638791,0.0001785017,0.0001748306,0.0007805275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467321,"about_ca_system_score_gemma":0.00005709312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007119879,"about_ca_topic_score_gemma":0.000006187895,"domain_scores_codex":[0.996592,0.00002250229,0.001110221,0.0008798883,0.001051299,0.000344094],"domain_scores_gemma":[0.9978077,0.0002249079,0.0003871257,0.0003620909,0.0009919516,0.0002262088],"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":[0.00003843234,0.00003419448,0.00009654288,0.00001024431,0.000007060639,7.853642e-8,0.001366478,0.9546959,0.0005328161,0.01475354,0.0005267749,0.0279379],"study_design_scores_gemma":[0.000356541,0.00004586307,0.0003691089,0.00006518823,0.00001505372,0.00000319751,0.001015904,0.9874867,0.002975696,0.001266231,0.006085688,0.000314782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02944319,0.000003972007,0.9528223,0.001558859,0.0000838421,0.001508017,0.00001162007,0.0005529036,0.01401533],"genre_scores_gemma":[0.9449822,4.323362e-7,0.05314079,0.0003865989,0.0003061056,0.000304434,0.00002338795,0.00003205359,0.0008240523],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.915539,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245581974","doi":"10.1109/wsc.1995.478733","title":"Linear recurrences with carry as uniform random number generators","year":2005,"lang":"en","type":"article","venue":"Winter Simulation Conference Proceedings, 1995.","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":2,"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":"Carry (investment); Focus (optics); Computer science; Mathematics; Algorithm; State space; Random number generation; Discrete mathematics; Applied mathematics; Statistics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.05388130282099402,"gpt":0.3377660662577794,"spread":0.2838847634367854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000381972,0.0003136915,0.0003715703,0.0001088981,0.0001568529,0.0002371799,0.0002359294,0.0001482398,0.003004944],"category_scores_gemma":[0.0004869813,0.0002240862,0.00008934156,0.0002675703,0.00009851882,0.0008727291,0.0000420124,0.0002594381,0.0004723193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062165,"about_ca_system_score_gemma":0.00008428762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007517546,"about_ca_topic_score_gemma":0.00002185315,"domain_scores_codex":[0.9981414,0.00002136625,0.0006315401,0.0003870888,0.0005248922,0.0002936855],"domain_scores_gemma":[0.9983411,0.0001974406,0.0003190714,0.0001641912,0.0008265859,0.0001515453],"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":[0.0005658138,0.0005335634,0.002970498,0.0004446041,0.0001512003,0.000001842796,0.01826245,0.0005676472,0.0003395504,0.9513019,0.005094146,0.01976673],"study_design_scores_gemma":[0.002314148,0.0002178855,0.00005518361,0.0004676813,0.0000896303,0.00002730191,0.001966045,0.8249523,0.007738592,0.1450684,0.01645023,0.0006525787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6908693,0.00001236276,0.1955976,0.001885561,0.0001716803,0.0009912855,0.0000107855,0.0004860434,0.1099753],"genre_scores_gemma":[0.9397933,0.000005901899,0.05747069,0.0002685778,0.000325468,0.00006390692,0.00001910706,0.00003188607,0.002021088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8243846,"threshold_uncertainty_score":0.9979064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256474920","doi":"10.1109/wsc.1995.478895","title":"Automating the process of building simulation models","year":2005,"lang":"en","type":"article","venue":"Winter Simulation Conference Proceedings, 1995.","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Process (computing); Implementation; Simulation modeling; Aggregate (composite); Modeling and simulation; Systems engineering; Data modeling; Simulation; Software engineering; Engineering; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.02237782252309494,"gpt":0.2699930650940363,"spread":0.2476152425709413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734078,0.0001864001,0.0001733722,0.0001344345,0.0001173095,0.000125587,0.0002006526,0.000107722,0.000112509],"category_scores_gemma":[0.00005402308,0.0001525064,0.00006359838,0.0002616524,0.00005943399,0.001137765,0.00002145947,0.0001954678,0.000009021542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487679,"about_ca_system_score_gemma":0.00002445155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000293533,"about_ca_topic_score_gemma":0.000003942924,"domain_scores_codex":[0.9988344,0.000007791245,0.0004967057,0.0001947682,0.0002722872,0.0001940105],"domain_scores_gemma":[0.9990906,0.00007953968,0.0001605649,0.000104197,0.000521719,0.00004334172],"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":[0.000008976574,0.00000896012,0.0007438596,0.00007097716,0.00001978318,2.853612e-8,0.003083127,0.9421257,0.001738569,0.009782759,0.00001922983,0.04239801],"study_design_scores_gemma":[0.0002006883,0.0000160521,0.0004008354,0.0001322359,0.00001966874,0.000002279803,0.0006344183,0.988243,0.005282379,0.004603458,0.0003009309,0.0001640548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5433781,0.00005717958,0.4499941,0.0001466731,0.0001813781,0.0002614111,0.000004055335,0.0004020527,0.005575049],"genre_scores_gemma":[0.9977317,0.000004249465,0.00189462,0.00004098469,0.0002232493,0.0000285872,0.00000493409,0.0000258182,0.00004583572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4543537,"threshold_uncertainty_score":0.6219029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238980485","doi":"10.1109/wsc.1995.478892","title":"Applications of simulation in progress reporting and control","year":2005,"lang":"en","type":"article","venue":"Winter Simulation Conference Proceedings, 1995.","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":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Control (management); Discrete event simulation; Resource (disambiguation); Data modeling; Software engineering; Systems engineering; Simulation; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01601866358195058,"gpt":0.2692074838241977,"spread":0.2531888202422471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001872017,0.0001248073,0.0001883715,0.000191523,0.00003598732,0.00006004531,0.00006204349,0.00009381888,0.00004647586],"category_scores_gemma":[0.00006600803,0.000129473,0.00002991313,0.0002010822,0.00006085724,0.0004624322,0.00001109758,0.000126814,0.000004392996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623397,"about_ca_system_score_gemma":0.00001425234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003106377,"about_ca_topic_score_gemma":0.00001235635,"domain_scores_codex":[0.998762,0.000005035022,0.0007868062,0.000183288,0.0001304562,0.0001324125],"domain_scores_gemma":[0.9992327,0.0000439797,0.0003250531,0.00006913739,0.0002883711,0.00004075344],"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":[0.00003577925,0.0000397574,0.1419754,0.0001733434,0.00002790172,2.171543e-7,0.002040392,0.454094,0.00235509,0.00572621,0.00001623602,0.3935156],"study_design_scores_gemma":[0.0004226693,0.00001627247,0.01140454,0.00007670029,0.00001154653,0.000002921534,0.0002432725,0.9834022,0.0009911248,0.0006362798,0.00266657,0.0001259258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4984782,0.0002200936,0.4966249,0.0002270692,0.00009174679,0.0007095644,0.000006996809,0.0002633895,0.0033781],"genre_scores_gemma":[0.9982932,0.000006369406,0.00144094,0.00001904284,0.0001044828,0.00008583497,0.000006336402,0.00001400986,0.00002978201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5293081,"threshold_uncertainty_score":0.5279757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}