{"id":"W2895239843","doi":"10.1088/1742-6596/1067/6/062023","title":"Bunch Compression and Turnaround Loops in the FCC-ee Injector Complex","year":2018,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Physics; Gas compressor; Linear particle accelerator; Beam (structure); Beamline; Injector; Synchrotron; Magnet; Optics; Compression (physics); Synchrotron radiation; Particle accelerator; Wiggler; Nuclear physics","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":[0.0001363764,0.0001014109,0.0001749892,0.00002994018,0.00006275007,0.0001258209,0.000182006,0.00003178567,0.00001628811],"category_scores_gemma":[0.00001326669,0.00006686014,0.0000275829,0.00013075,0.0001342485,0.0004568881,0.00002702191,0.0001984975,0.000002768034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001797041,"about_ca_system_score_gemma":0.00002667283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001208505,"about_ca_topic_score_gemma":0.00004730827,"domain_scores_codex":[0.999382,0.0000345822,0.0002292078,0.00005506383,0.000158557,0.0001405531],"domain_scores_gemma":[0.999595,0.00004644599,0.0000790669,0.0001038693,0.0001355861,0.00004005075],"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":[0.0002788405,0.0003894292,0.06070109,0.0002606906,0.0001990546,0.00008868696,0.02538948,0.003234322,0.6988376,0.05271158,0.003747321,0.1541619],"study_design_scores_gemma":[0.003127445,0.00213531,0.5484103,0.0006720444,0.0001218516,0.000465098,0.008572201,0.1056054,0.2408479,0.07865949,0.01025274,0.001130186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956675,0.00006649733,0.003396198,0.0001357388,0.0001710885,0.00004382112,0.000003852774,0.00001109637,0.0005042525],"genre_scores_gemma":[0.9991189,0.00007061769,0.0004129035,0.0000513906,0.0003274405,9.326868e-7,8.849682e-7,0.000008425419,0.000008543387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4877092,"threshold_uncertainty_score":0.2726478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513278410070655,"score_gpt":0.2554521263394497,"score_spread":0.2203193422387431,"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."}}