{"id":"W6962850617","doi":"10.18429/jacow-cyclotrons2022-mopo015","title":"TRIUMF LLRF Control System Upgrade","year":2023,"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":"TRIUMF","funders":"","keywords":"Firmware; Upgrade; Control system; USB; Motherboard; Ethernet; Superconducting Super Collider; Field-programmable gate array","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001074687,0.0001019832,0.0001461869,0.00007117442,0.00004466089,0.00003324794,0.0001058145,0.00005595012,0.00001829393],"category_scores_gemma":[0.00001010555,0.00009700724,0.00005549579,0.0003520982,0.00001198496,0.00007655185,0.000008126926,0.00009620128,0.0008500649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006599217,"about_ca_system_score_gemma":0.000008492076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288216,"about_ca_topic_score_gemma":0.000007586565,"domain_scores_codex":[0.9992725,0.00001568231,0.0001425598,0.0001098244,0.0001100498,0.0003494177],"domain_scores_gemma":[0.999676,0.00003657332,0.00001271167,0.000171411,0.00001211276,0.00009112814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007235331,0.00005705043,0.017254,0.0003622709,0.0004609617,0.0003373822,0.0004668196,0.1095525,0.4996743,0.01385602,0.3431505,0.01475589],"study_design_scores_gemma":[0.002495579,0.00008250901,0.02272615,0.00003700226,0.00005433331,0.00001636823,0.0002449859,0.8336964,0.06418832,0.0001016831,0.07585765,0.0004990634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868363,0.0002635249,0.001878946,0.0001989553,0.0006144539,0.0001805034,0.00001881725,0.002308697,0.007699764],"genre_scores_gemma":[0.9993492,0.00001697292,0.00002701643,0.00004716581,0.0001947109,0.00004149961,0.000004833646,0.00003065683,0.0002879759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7241439,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006058357025312718,"score_gpt":0.1814612352308591,"score_spread":0.1754028782055464,"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."}}