{"id":"W2944390518","doi":"10.22323/1.340.0797","title":"Support system for ATLAS distributed computing operations","year":2019,"lang":"en","type":"article","venue":"Proceedings of The 39th International Conference on High Energy Physics — PoS(ICHEP2018)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Science and Technology Facilities Council","keywords":"Atlas (anatomy); Computer science; Grid computing; Grid; Distributed computing; Large Hadron Collider; Distributed Computing Environment; Supercomputer; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003046001,0.001071965,0.0008941632,0.002110282,0.001583353,0.00431542,0.002531257,0.0009059151,0.08584248],"category_scores_gemma":[0.00826422,0.0005917312,0.0005043655,0.00205689,0.0006132419,0.002946226,0.003214835,0.002090885,0.04992539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554316,"about_ca_system_score_gemma":0.003087362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824912,"about_ca_topic_score_gemma":0.001540528,"domain_scores_codex":[0.9968368,0.0004823461,0.000335294,0.0005326101,0.001397165,0.000415822],"domain_scores_gemma":[0.9921972,0.001215628,0.0003120647,0.002384198,0.002785916,0.001105015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001957851,0.0002813154,0.007564509,0.0003305504,0.00007240236,0.001048785,0.001125071,0.004034847,0.02068329,0.01924934,0.7788402,0.1648117],"study_design_scores_gemma":[0.0006990484,0.0003250561,0.003830422,0.00006801425,0.00006131832,0.0007134806,0.0003586009,0.0490566,0.02642877,0.008208303,0.9100802,0.0001701481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.04116124,0.0006315115,0.1865802,0.003721037,0.001438238,0.001659528,0.02525662,0.5820463,0.1575053],"genre_scores_gemma":[0.5386469,0.0008238039,0.152328,0.003039491,0.002082382,0.002540569,0.1245809,0.04197633,0.1339817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08584248,"threshold_uncertainty_score":0.2871717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307361921393614,"score_gpt":0.2505108783932984,"score_spread":0.2274372591793623,"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."}}