{"id":"W3185821176","doi":"10.5445/ir/1000138630","title":"Simulation and sensitivities for a phased IceCube-Gen2 deployment","year":2022,"lang":"en","type":"preprint","venue":"Repository KITopen (Karlsruhe Institute of Technology)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Office of Polar Programs; College of Engineering, Michigan State University; Helmholtz Alliance for Astroparticle Physics; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Chiba University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; University of Oxford; Compute Canada; Marquette University; University of Wisconsin-Madison; U.S. Department of Energy; Vetenskapsrådet","keywords":"Software deployment; Computer science; Software engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001339588,0.0004047434,0.0006780932,0.0002734664,0.0003833839,0.00007747499,0.0004599851,0.0001832462,0.00001711095],"category_scores_gemma":[0.0000100457,0.0004429632,0.0002310627,0.0001648052,0.0002970125,0.0001671197,0.000943229,0.0005592148,0.000001088494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240886,"about_ca_system_score_gemma":0.0003082381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313237,"about_ca_topic_score_gemma":0.00000150444,"domain_scores_codex":[0.9981368,0.00002980251,0.0005746359,0.0006894452,0.0002436142,0.0003257492],"domain_scores_gemma":[0.9983361,0.00005888503,0.0006284822,0.0007528929,0.0001562563,0.0000674269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006738489,0.002283622,0.0143612,0.001445813,0.004362069,0.00007926881,0.001435946,0.4518285,0.1028605,0.1573057,0.001161607,0.2622019],"study_design_scores_gemma":[0.009530436,0.002128052,0.001769959,0.001535151,0.00294472,0.00002805721,0.006229446,0.0914828,0.2384222,0.2334363,0.4068809,0.005612019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412845,0.000463793,0.04826032,0.0002797757,0.001741429,0.001795025,0.0003804257,0.0001919411,0.005602779],"genre_scores_gemma":[0.9927234,0.000005667456,0.005519083,0.0000177737,0.0003984838,0.0005729309,0.0001538295,0.00005062285,0.0005581882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057193,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624593948591016,"score_gpt":0.2702352099061165,"score_spread":0.2539892704202064,"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."}}