{"meta":{"query_hash":"30502575e087","filters":{"venue":"Proceedings of Winter Simulation Conference"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/30502575e087","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+Winter+Simulation+Conference"},"results":[{"id":"W4237480379","doi":"10.1109/wsc.1994.717498","title":"A resource based simulation approach with application in earthmoving/strip mining","year":2005,"lang":"en","type":"article","venue":"Proceedings of Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"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":"Field (mathematics); Resource (disambiguation); Oil sands; Computer science; Construction engineering; Engineering; Systems engineering; Civil engineering; Industrial engineering; Mining engineering","score_opus":0.014747934390472107,"score_gpt":0.22188983619317618,"score_spread":0.20714190180270406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237480379","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":[0.03762534,0.00031228788,0.9414828,0.00048670053,0.000053533877,0.00011545796,0.00010926056,0.0006739683,0.019140545],"genre_scores_gemma":[0.51041,0.00095175917,0.47597578,0.00013529799,0.00004114359,0.00034450353,0.00018042252,0.0002567725,0.011704324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996321,0.00017351122,0.000021310829,0.000040197687,0.00010114171,0.000031686286],"domain_scores_gemma":[0.99964345,0.0002008242,0.000027115871,0.000033578635,0.000053337903,0.00004162327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005540232,0.0006071253,0.000756021,0.0006908156,0.0010800286,0.0013431554,0.0012579066,0.0016633391,0.0047261952],"category_scores_gemma":[0.0011835317,0.00055553927,0.0007863423,0.001065019,0.0010498591,0.0010156822,0.0016213738,0.0011096854,0.00055662106],"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":[0.000029655701,0.000041275078,0.0006713015,0.00003402855,0.000017546608,0.00020407049,0.00017569859,0.9471489,0.0012428077,0.038475357,0.00035026245,0.011609104],"study_design_scores_gemma":[0.000009724627,0.000015423917,0.000106100844,0.0000092053,0.0000064068995,0.000037530714,0.000049515795,0.9881335,0.00044001488,0.0069309175,0.004251976,0.000009584338],"about_ca_topic_score_codex":0.021652823,"about_ca_topic_score_gemma":0.017572677,"teacher_disagreement_score":0.021652823,"about_ca_system_score_codex":0.0010042833,"about_ca_system_score_gemma":0.0013579302,"threshold_uncertainty_score":0.043053567},"labels":[],"label_agreement":null},{"id":"W4254572246","doi":"10.1109/wsc.1994.717195","title":"Application of RPA and the harmonic gradient estimators to a priority queueing system","year":2005,"lang":"en","type":"article","venue":"Proceedings of Winter Simulation Conference","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":2,"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":"Estimator; Queueing theory; Applied mathematics; Computer science; Imaging phantom; Fourier series; Mathematical optimization; Layered queueing network; Algorithm; Mathematics; Control theory (sociology); Statistics; Mathematical analysis; Control (management); Physics; Artificial intelligence","score_opus":0.013141470977851004,"score_gpt":0.24786628093457502,"score_spread":0.234724809956724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254572246","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":[0.043337118,0.00016351638,0.95489585,0.0001672522,0.000028909213,0.00003473538,0.000015053043,0.00025253484,0.0011051154],"genre_scores_gemma":[0.7951743,0.00016081613,0.20361923,0.000068841924,0.000058253077,0.0000650647,0.000030882467,0.0000392772,0.0007832752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890935,0.00063465314,0.000033238353,0.00009244154,0.00025109126,0.00007919335],"domain_scores_gemma":[0.99494755,0.0038686136,0.00027330112,0.00029783376,0.00046972066,0.00014296804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024263866,0.00051824,0.00084067427,0.00068622996,0.00030905264,0.0006108671,0.0007572421,0.00071635086,0.0007446972],"category_scores_gemma":[0.010987985,0.00044904742,0.00042025239,0.0004606445,0.0009530608,0.0010161633,0.0010220215,0.0008993779,0.00009054559],"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":[0.00008340864,0.000037247908,0.0007906138,0.000033564942,0.000031369054,0.0000846828,0.00004822012,0.92867345,0.0021285173,0.03381119,0.00028088124,0.033996876],"study_design_scores_gemma":[0.0000022936845,0.000011069254,0.000044363493,6.16117e-7,0.0000012566748,0.0000065933655,0.0000014971307,0.99791235,0.00020971397,0.0017702456,0.00003784939,0.0000022150734],"about_ca_topic_score_codex":0.003973049,"about_ca_topic_score_gemma":0.0014078886,"teacher_disagreement_score":0.003973049,"about_ca_system_score_codex":0.00074095244,"about_ca_system_score_gemma":0.0010830072,"threshold_uncertainty_score":0.012832105},"labels":[],"label_agreement":null}]}