{"id":"W2774701019","doi":"10.82308/5021","title":"Studies of cosmic ray events in ATLAS sTGC muon chamber prototypes","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmic ray; Atlas (anatomy); Muon; Physics; Bubble chamber; COSMIC cancer database; Nuclear physics; Astronomy; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001766512,0.00007265722,0.0001443099,0.00002756377,0.00003918057,0.00000895336,0.0001228075,0.00001270922,0.001037317],"category_scores_gemma":[0.000003288177,0.00006061677,0.00001696764,0.000112186,0.00004738215,0.0001540858,0.0001002018,0.0000331333,0.0004274783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001053326,"about_ca_system_score_gemma":0.00003721566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004551933,"about_ca_topic_score_gemma":0.00005020649,"domain_scores_codex":[0.9994772,0.00002008256,0.0001656378,0.0001246262,0.00007116688,0.0001412983],"domain_scores_gemma":[0.9997497,0.00001601917,0.00006259236,0.0001050976,0.00004533651,0.00002121591],"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":[0.0001718577,0.000204625,0.85921,0.00001442492,0.0001243715,0.000001061862,0.005940474,0.00001123863,0.01047958,0.000041025,0.0002341003,0.1235672],"study_design_scores_gemma":[0.002302845,0.0002330347,0.3855493,0.0002324011,0.00001782852,3.60282e-7,0.0009244339,0.0003943229,0.5792422,0.0005458871,0.03022795,0.0003295056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923047,0.00001672501,0.000004886448,0.00002063689,0.00007294992,0.0004470345,0.000005128836,4.688382e-7,0.007127471],"genre_scores_gemma":[0.9981472,0.000001378184,0.0004822482,0.000003739835,0.0000657833,0.00005416567,0.000004000573,0.000004718311,0.001236688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687626,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05567722387985745,"score_gpt":0.345124201665544,"score_spread":0.2894469777856865,"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."}}