{"id":"W4408199737","doi":"10.23919/usnc-ursinrsm66067.2025.10907191","title":"Holographic Beam Mapping for CHIME: Current Status and Future Directions","year":2025,"lang":"en","type":"article","venue":"","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holography; Current (fluid); Beam (structure); Optics; Computer science; Geology; Physics; Electrical engineering; Engineering","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":[0.01617782,0.001462583,0.001314376,0.003345825,0.001460406,0.006126627,0.005705272,0.003779171,0.02960255],"category_scores_gemma":[0.01326937,0.000996012,0.000731388,0.004595163,0.006132431,0.01177168,0.004402294,0.00223092,0.008403221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491395,"about_ca_system_score_gemma":0.00773235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529903,"about_ca_topic_score_gemma":0.01360032,"domain_scores_codex":[0.9969674,0.0007939988,0.0001193826,0.0005426002,0.00118631,0.0003903314],"domain_scores_gemma":[0.980941,0.006591242,0.001052322,0.002568764,0.006421098,0.002425504],"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":[0.0005123464,0.0002372241,0.005520897,0.002306686,0.00008564626,0.00009084337,0.0005437639,0.001472186,0.002300909,0.04591054,0.08794892,0.85307],"study_design_scores_gemma":[0.0002012589,0.0003023508,0.007616452,0.002241775,0.00007048619,0.0005652628,0.001325737,0.005919848,0.003533632,0.03510633,0.9429299,0.0001869715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01448522,0.6740918,0.1075674,0.07693493,0.003102419,0.0008933436,0.005857397,0.009417079,0.1076506],"genre_scores_gemma":[0.112561,0.3433543,0.473791,0.01303701,0.00535739,0.001313357,0.01423576,0.00118822,0.03516194],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02960255,"threshold_uncertainty_score":0.09903044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00844481635733923,"score_gpt":0.2366198235847808,"score_spread":0.2281750072274416,"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."}}