{"id":"W7104277686","doi":"10.18429/jacow-ipac2025-wead1","title":"20 years of CESR-B cavity operation at the CLS","year":2025,"lang":"en","type":"article","venue":"JACOW","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synchrotron light source; Synchrotron; Particle accelerator; CLs upper limits; Light source; Radio frequency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004876496,0.0007001144,0.0004686087,0.001230797,0.003229473,0.001099416,0.001112631,0.000664701,0.004454319],"category_scores_gemma":[0.002056026,0.000241588,0.000457766,0.001620591,0.001655623,0.0008617263,0.001807391,0.0007651432,0.001779745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005335529,"about_ca_system_score_gemma":0.008898493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1307992,"about_ca_topic_score_gemma":0.2624802,"domain_scores_codex":[0.998508,0.0001296362,0.00005413531,0.0002373066,0.0006386243,0.0004322772],"domain_scores_gemma":[0.9965401,0.0001875897,0.0002561879,0.0001722021,0.001926285,0.0009176874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002029271,0.001806466,0.1929381,0.0009697204,0.0005993808,0.004790972,0.01484383,0.007112785,0.1802805,0.01534537,0.02523843,0.5540453],"study_design_scores_gemma":[0.0001685324,0.006591356,0.2234582,0.0006310105,0.0003882781,0.00719438,0.003763104,0.004485406,0.1271175,0.002434332,0.6234055,0.0003624784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905577,0.01013509,0.01311825,0.002336996,0.0002154219,0.000265883,0.001679945,0.0007553516,0.06591605],"genre_scores_gemma":[0.9333181,0.004059638,0.01153732,0.0006774183,0.0001161341,0.00009339669,0.003014177,0.0002493949,0.04693445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307992,"threshold_uncertainty_score":0.2600757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005302447956513066,"score_gpt":0.2157425731521578,"score_spread":0.2104401251956447,"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."}}