{"id":"W6957728944","doi":"10.60692/2rvyn-2qz90","title":"Electron efficiency measurements with the ATLAS detector using 2012 LHC proton–proton collision data","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institute of Particle Physics; University of Victoria","funders":"","keywords":"Large Hadron Collider; Electron; Atlas (anatomy); Detector; ATLAS experiment; Collision","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":[0.0005664641,0.0001876676,0.0001634113,0.00005905251,0.001059468,0.0005807199,0.0007390465,0.00003608597,0.00002367271],"category_scores_gemma":[0.000004272976,0.0001117924,0.00002961034,0.0001011574,0.0000454021,0.002170836,0.00017312,0.0001100575,0.0002491709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000654961,"about_ca_system_score_gemma":0.00009270141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003649069,"about_ca_topic_score_gemma":7.100472e-7,"domain_scores_codex":[0.9986887,0.00004054677,0.0003296949,0.000176423,0.0004296833,0.0003349656],"domain_scores_gemma":[0.9982077,0.00000367616,0.0005179213,0.001067618,0.0001390301,0.00006404437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001737395,0.000005325528,0.9909961,0.0001673136,0.00008008342,3.439822e-7,0.007204811,0.0002810047,0.0001838001,0.00001452757,0.00006234431,0.0008306581],"study_design_scores_gemma":[0.006883243,0.0003135026,0.3626935,0.0009076691,0.0002142034,0.00002159671,0.004584127,0.1542478,0.4613079,0.000002015847,0.007379651,0.001444781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853318,0.000002294301,0.01123157,0.00001910164,0.0001403421,0.001641959,0.0000545127,0.00004578105,0.001532683],"genre_scores_gemma":[0.9994326,2.760903e-8,0.0001325672,0.000008854999,0.0001223391,0.0002088723,0.00002611606,0.00001025405,0.00005837297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6283025,"threshold_uncertainty_score":0.8148682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08822059898045762,"score_gpt":0.2664728258474076,"score_spread":0.17825222686695,"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."}}