{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571433,0.0009314363,0.0007692772,0.002262029,0.0009230055,0.001481172,0.001673692,0.0009107834,0.07252082],"category_scores_gemma":[0.002776877,0.0003539353,0.000515643,0.0006510334,0.0003389982,0.001408589,0.001336288,0.001352836,0.02645801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720031,"about_ca_system_score_gemma":0.001175638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123776,"about_ca_topic_score_gemma":0.001641041,"domain_scores_codex":[0.998179,0.0001337521,0.00009766026,0.0003483282,0.0008993236,0.0003419436],"domain_scores_gemma":[0.9977555,0.0001457738,0.00009534203,0.0004686803,0.001385775,0.0001489512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002404632,0.0003212357,0.007695497,0.0005039707,0.00008481219,0.001062215,0.0009291822,0.002470769,0.1214873,0.01511967,0.3968572,0.4510636],"study_design_scores_gemma":[0.0003274339,0.0007530592,0.00655432,0.0001147649,0.00006691845,0.00159313,0.00007460723,0.02235208,0.1242019,0.000956254,0.8428525,0.0001529321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1150627,0.001898358,0.3082334,0.002256708,0.003564925,0.001940467,0.008023528,0.2829077,0.2761123],"genre_scores_gemma":[0.6085396,0.0005914076,0.1061622,0.003268551,0.001425921,0.001634494,0.01930439,0.01118174,0.2478917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07252082,"threshold_uncertainty_score":0.2426063,"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."}}