{"id":"W1901179229","doi":"10.1002/cpe.3234","title":"Batchsubmit: a high‐volume batch submission system for earthquake engineering simulation","year":2014,"lang":"en","type":"article","venue":"Concurrency and Computation Practice and Experience","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Lawrence Livermore National Laboratory; U.S. Department of Energy; National Science Foundation","keywords":"Cyberinfrastructure; Science and engineering; Gateway (web page); Computer science; Server; Volume (thermodynamics); Grid; World Wide Web; Operating system; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004810131,0.0001684411,0.0002009249,0.0000648843,0.0003090422,0.0003975546,0.0001947764,0.00007348781,0.000001016942],"category_scores_gemma":[0.0003789909,0.0001659068,0.000030637,0.0002133492,0.00003079589,0.001091177,0.0000859969,0.00009733452,0.000006872838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001815811,"about_ca_system_score_gemma":0.00002999092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002477759,"about_ca_topic_score_gemma":2.724737e-7,"domain_scores_codex":[0.9986718,0.0001115088,0.0003252556,0.0004576532,0.0001980931,0.0002356608],"domain_scores_gemma":[0.9983436,0.000918675,0.0002074712,0.0001815082,0.0002136027,0.0001351497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009045818,0.0001138739,0.0008336226,0.0007006474,0.0000426712,0.000008702142,0.02013537,0.2416678,0.0003989025,0.14638,0.0003686184,0.5892593],"study_design_scores_gemma":[0.0005634906,0.0001481239,0.001805134,0.0001063645,0.00001063183,0.00003923883,0.000420071,0.9703164,0.00004694066,0.0001860209,0.02613908,0.0002185329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1336671,0.0002783236,0.8645008,0.0002904785,0.0007032343,0.0002263411,0.000003010097,0.0001862239,0.0001445061],"genre_scores_gemma":[0.9865282,0.00001141424,0.01315928,0.00008839209,0.0001232899,0.00004075428,0.00001478277,0.000007630043,0.00002628366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.852861,"threshold_uncertainty_score":0.6765482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536188506278345,"score_gpt":0.2819736982768888,"score_spread":0.2666118132141053,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}