{"id":"W4408568791","doi":"10.1088/1748-0221/20/03/c03027","title":"Design of hardware interfaces for the LHC Phase-2 CMS ECAL Barrel Safety System","year":2025,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Large Hadron Collider; Barrel (horology); Computer science; Computer hardware; Phase (matter); Embedded system; Physics; Particle physics; Engineering; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161258,0.0008171636,0.0003766407,0.001376948,0.0004077995,0.001661504,0.001947335,0.0006360778,0.01357156],"category_scores_gemma":[0.002287504,0.0004004757,0.0002818526,0.0003950636,0.0002470623,0.001021312,0.001133239,0.0006262482,0.004930554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008426612,"about_ca_system_score_gemma":0.0009803333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000829511,"about_ca_topic_score_gemma":0.0005008858,"domain_scores_codex":[0.9988669,0.0002019033,0.0000814711,0.0002092111,0.000438852,0.000201597],"domain_scores_gemma":[0.9984117,0.0002734196,0.000222076,0.0002395389,0.0007328457,0.0001204152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005435845,0.0005728508,0.02530502,0.001161022,0.0001920371,0.001346209,0.001394843,0.02424279,0.4570523,0.03293186,0.04345722,0.406908],"study_design_scores_gemma":[0.000371939,0.003175564,0.01143868,0.0002215424,0.0002080461,0.001365236,0.000310497,0.1904465,0.5826902,0.00296557,0.2066276,0.0001785831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1591371,0.0009274952,0.7829553,0.0005957332,0.000473719,0.001367674,0.001524765,0.03164955,0.02136869],"genre_scores_gemma":[0.8276477,0.0002866581,0.1520154,0.0007571945,0.0001801587,0.0006707696,0.001949966,0.001020453,0.01547168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01357156,"threshold_uncertainty_score":0.04540139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052295422817805,"score_gpt":0.2968677890650729,"score_spread":0.2763448348368948,"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."}}