{"id":"W2120314743","doi":"10.1109/pac.1991.164693","title":"Controls and interlocks for a prototype 1 MHz beam chopper","year":2002,"lang":"en","type":"article","venue":"","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Chopper; Interlock; Electrical engineering; Controller (irrigation); Physics; Beam (structure); Computer science; Computer hardware; Voltage; Optics; Engineering","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":[0.00002888648,0.00007021676,0.00008781057,0.00001941105,0.00002381914,0.00003400878,0.0000389281,0.00003501471,0.0001009954],"category_scores_gemma":[0.000008449822,0.00005795217,0.00002180591,0.00003420552,0.00001117769,0.0000760187,0.000008042017,0.00003840109,0.00001644392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001077454,"about_ca_system_score_gemma":8.26874e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003410709,"about_ca_topic_score_gemma":0.000009972511,"domain_scores_codex":[0.999651,0.000001700643,0.00009113346,0.00007630169,0.00003142273,0.000148456],"domain_scores_gemma":[0.9998349,0.00001973107,0.00000555018,0.00007601522,0.00001505492,0.00004876098],"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":[0.0003161484,0.0007038126,0.06274358,0.0009696205,0.0008027753,0.00001638941,0.003119819,0.01328467,0.4420941,0.01111951,0.06870393,0.3961257],"study_design_scores_gemma":[0.00107705,0.0001882908,0.0009768227,0.00001131638,0.00001442776,0.000006349605,0.00003127645,0.9565485,0.005812673,0.0002100269,0.03492064,0.0002026093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836953,0.0002523423,0.01099269,0.0001076709,0.00008033607,0.0006430614,0.000006213784,0.0002169975,0.004005375],"genre_scores_gemma":[0.9981918,0.00001888682,0.0009928041,0.00009647819,0.0000463077,0.0001746237,8.618969e-7,0.0000156332,0.0004626243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432638,"threshold_uncertainty_score":0.2363221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499529452677824,"score_gpt":0.2162905878526052,"score_spread":0.201295293325827,"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."}}