{"id":"W2568979005","doi":"10.1103/physrevaccelbeams.20.014001","title":"Operational performance of the CERN injector complex with transversely split beams","year":2017,"lang":"en","type":"article","venue":"Physical Review Accelerators and Beams","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ministère de la Transition écologique et Solidaire; CERN","keywords":"Booster (rocketry); Proton Synchrotron; Large Hadron Collider; Beam (structure); Synchrotron; Proton; Super Proton Synchrotron; Physics; Injector; Nuclear physics; Computer science; Mechanical engineering; Nuclear engineering; Engineering; Aerospace engineering; Optics","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":[0.002273482,0.0006886247,0.0007384314,0.0008643512,0.0006416588,0.001587566,0.00115517,0.0005294684,0.00510373],"category_scores_gemma":[0.001528832,0.0002648924,0.0003187532,0.0007553725,0.0006830189,0.001319934,0.001341681,0.000642158,0.001551096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143996,"about_ca_system_score_gemma":0.001083109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774098,"about_ca_topic_score_gemma":0.000815833,"domain_scores_codex":[0.9988595,0.0001316514,0.00005939712,0.0002497014,0.0005035477,0.0001961464],"domain_scores_gemma":[0.9991564,0.0001455588,0.000150558,0.0001393239,0.0002407954,0.0001673703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01658473,0.0007477658,0.04316453,0.0006848832,0.0002909678,0.0008688694,0.00131208,0.02322884,0.7997028,0.008704374,0.00664202,0.09806814],"study_design_scores_gemma":[0.0002638585,0.004690302,0.02486998,0.00006160401,0.0001136439,0.0007093747,0.0002814296,0.056409,0.8974435,0.0007153414,0.01426686,0.0001752018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701133,0.0006420259,0.01495024,0.0001326096,0.00005849111,0.0001115725,0.001127354,0.004401272,0.008463019],"genre_scores_gemma":[0.9932167,0.0001159825,0.003481421,0.00004433136,0.00001910713,0.00003219739,0.000784895,0.0002250117,0.002080364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00510373,"threshold_uncertainty_score":0.01707369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323563749952265,"score_gpt":0.2583951960409758,"score_spread":0.2351595585414532,"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."}}