{"id":"W2611530126","doi":"10.18429/jacow-cyclotrons2016-tua04","title":"Recent Improvements in Beam Delivery with the TRIUMF’s 500 MeV Cyclotron","year":2017,"lang":"en","type":"article","venue":"JACOW","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Cyclotron; Nuclear physics; Physics; Beam (structure); Optics; Plasma","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":[0.00009929454,0.00009967024,0.00009714374,0.00002269185,0.0001178225,0.00009535899,0.00025236,0.00003963624,0.0000173405],"category_scores_gemma":[0.000008430133,0.0000653756,0.00001937594,0.00004743986,0.00002821961,0.0001765803,0.00004180012,0.0001287723,0.00002024366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006746127,"about_ca_system_score_gemma":0.00001216052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001118721,"about_ca_topic_score_gemma":0.0005182168,"domain_scores_codex":[0.9994463,0.000007194618,0.0001028171,0.000107404,0.0001104932,0.0002258054],"domain_scores_gemma":[0.9995147,0.00001236219,0.00003306846,0.0003809485,0.00001887214,0.00004002503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002396646,0.0003647574,0.1597442,0.0001018261,0.0002701705,0.0001228341,0.001182211,0.03706918,0.2627029,0.0003346132,0.00967292,0.5281947],"study_design_scores_gemma":[0.003459872,0.00025221,0.7552156,0.0000754656,0.00005741664,0.000006865629,0.000252716,0.09465645,0.0771868,0.0001486962,0.06799626,0.0006916047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969416,0.0001678638,0.00007128906,0.0003688625,0.0001715254,0.0001480774,0.000004447241,0.00005492103,0.002071386],"genre_scores_gemma":[0.999346,0.0002472448,0.00008268828,0.00008287017,0.00006652287,0.00002563532,0.000002151345,0.00001956244,0.0001273942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954715,"threshold_uncertainty_score":0.266594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126676829003941,"score_gpt":0.2201704264935861,"score_spread":0.2089036582035467,"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."}}