{"id":"W2333616545","doi":"10.18429/jacow-ipac2015-wepwi055","title":"Commissioning and Early Operation for the NSLS-II Booster RF System","year":2015,"lang":"en","type":"paratext","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Light Source; U.S. Department of Energy","keywords":"National laboratory; Synchrotron; Booster (rocketry); Physics; Synchrotron light source; Particle accelerator; Optics; Beam (structure); Nuclear physics; Engineering physics; Storage ring; Astronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004595965,0.0002109404,0.0003300289,0.0001490761,0.0003344777,0.0001996902,0.0002126546,0.0001866496,0.00001915745],"category_scores_gemma":[0.00003017193,0.0001539168,0.00006554894,0.0001872473,0.0002457343,0.0005960122,0.0001109366,0.0001231442,0.00001794188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006103611,"about_ca_system_score_gemma":0.00007218889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000204697,"about_ca_topic_score_gemma":0.00001124709,"domain_scores_codex":[0.9986473,0.00001394474,0.0006271537,0.0001581037,0.0003198582,0.0002336338],"domain_scores_gemma":[0.9990441,0.0001086365,0.0002100485,0.0002807409,0.0002378122,0.0001186152],"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":[0.0003010779,0.0001558583,0.0002391749,0.001693552,0.0004131439,8.559843e-7,0.000102897,0.02178442,0.005106598,0.02818871,0.9322956,0.009718124],"study_design_scores_gemma":[0.001073521,0.0004351249,0.001808068,0.0003267809,0.0001653809,0.00001651726,0.0000362315,0.006715084,0.01012191,0.00003092414,0.9788298,0.0004406766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6026092,0.01735751,0.07913974,0.0006462014,0.006749747,0.003730112,0.001872989,0.0005644576,0.2873301],"genre_scores_gemma":[0.9969156,0.0001330584,0.000447811,0.00002094718,0.00004989452,0.0001045335,0.001119217,0.00001568356,0.001193251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3943065,"threshold_uncertainty_score":0.6276545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511267687493047,"score_gpt":0.2279725428386327,"score_spread":0.2128598659637023,"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."}}