{"id":"W2884322055","doi":"10.1088/1748-0221/13/07/p07017","title":"The new LUCID-2 detector for luminosity measurement and monitoring in ATLAS","year":2018,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":561,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cherenkov radiation; Luminosity; Detector; Physics; Photomultiplier; Large Hadron Collider; Atlas (anatomy); Cherenkov detector; Silicon photomultiplier; Nuclear physics; Optics; Astrophysics","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":[0.001943543,0.0009419731,0.001406823,0.001581286,0.0008020706,0.002078348,0.002419638,0.001306818,0.01351688],"category_scores_gemma":[0.001341463,0.0009121016,0.0008390557,0.002428267,0.0003743255,0.001832266,0.001981576,0.001443371,0.008693413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879337,"about_ca_system_score_gemma":0.001601907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755257,"about_ca_topic_score_gemma":0.002480336,"domain_scores_codex":[0.9967111,0.0003490471,0.0001189002,0.0008433856,0.001672123,0.0003054231],"domain_scores_gemma":[0.99915,0.00009239638,0.0000875879,0.0002002828,0.0003503692,0.0001193727],"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":[0.002433006,0.0002059804,0.02495707,0.001438626,0.0003918313,0.0006949994,0.0003896677,0.003710871,0.5807002,0.0198201,0.1651527,0.2001051],"study_design_scores_gemma":[0.0001761295,0.0003160238,0.01951163,0.0001035478,0.000224823,0.002302651,0.00007759263,0.03678736,0.4235118,0.003142199,0.5134541,0.0003920373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06266326,0.00853717,0.7523215,0.001226926,0.001578029,0.0005016043,0.02483825,0.08408342,0.06424975],"genre_scores_gemma":[0.3320662,0.001796761,0.5532537,0.002632244,0.000703598,0.001334872,0.04886442,0.005096203,0.05425206],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01351688,"threshold_uncertainty_score":0.04521847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976562092506741,"score_gpt":0.277388494206419,"score_spread":0.2476228732813516,"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."}}