{"id":"W7011232019","doi":"","title":"LUCID-3: Upgrade of the ATLAS Luminosity Monitor for the High Luminosity LHC","year":2024,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Upgrade; Large Hadron Collider; Atlas (anatomy); Luminosity; ATLAS experiment","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":[0.00376775,0.001431416,0.0010201,0.002063946,0.0006880036,0.002584123,0.003218972,0.0009955235,0.03285814],"category_scores_gemma":[0.002834525,0.0007614651,0.000744952,0.001698805,0.000457996,0.00214561,0.002645998,0.001595425,0.0203864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706735,"about_ca_system_score_gemma":0.002380284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00431964,"about_ca_topic_score_gemma":0.003855127,"domain_scores_codex":[0.9973495,0.0002711004,0.00006594227,0.0003966905,0.001524436,0.0003922842],"domain_scores_gemma":[0.9982104,0.0001908068,0.0001394946,0.0004691275,0.000639415,0.0003508045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006003252,0.0005275632,0.03493706,0.0009444306,0.0003800662,0.0008087008,0.0006529174,0.006309413,0.1191164,0.02207746,0.5578669,0.2503759],"study_design_scores_gemma":[0.0005131427,0.00102171,0.02878432,0.0001442613,0.000228369,0.001457412,0.00009505449,0.03535974,0.1205253,0.003787889,0.8076778,0.0004050399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.09482083,0.002220203,0.3078203,0.002215231,0.001097077,0.001532614,0.06813847,0.3362266,0.1859287],"genre_scores_gemma":[0.4262496,0.00099255,0.2859465,0.003373396,0.0006913826,0.002005283,0.1366596,0.03257306,0.1115085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03285814,"threshold_uncertainty_score":0.1099214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107076424459555,"score_gpt":0.2601423609323649,"score_spread":0.2390715966877694,"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."}}