{"id":"W4224111893","doi":"10.22215/etd/2022-14951","title":"Jet Comparison, Trigger, and Sensitivity Studies of Dark Sector Emerging Jet MC Models","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Large Hadron Collider; Physics; Pion; Particle physics; Jet (fluid); Luminosity; Sensitivity (control systems); Quantum chromodynamics; Monte Carlo method; Nuclear physics; Detector; Astrophysics; Optics; Mechanics; Galaxy; Statistics; Engineering; Mathematics; Electronic 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":[0.005949763,0.000910315,0.0006533313,0.001692369,0.0007326744,0.002572879,0.001789634,0.0007095741,0.003754768],"category_scores_gemma":[0.02630272,0.0003912325,0.0008349156,0.001610912,0.0006230702,0.001418508,0.001632867,0.0009213028,0.0002654036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083285,"about_ca_system_score_gemma":0.001073475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009683957,"about_ca_topic_score_gemma":0.005654109,"domain_scores_codex":[0.9975947,0.001380844,0.0001050431,0.0003320938,0.0003430914,0.0002442458],"domain_scores_gemma":[0.9666489,0.02857893,0.001216557,0.001666341,0.001206989,0.0006823966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002413301,0.0003996782,0.04462583,0.0002603202,0.0005127994,0.0006158771,0.0003590165,0.8716461,0.005475649,0.05046296,0.003573532,0.01965488],"study_design_scores_gemma":[0.00007608334,0.000188922,0.004183541,0.00001603126,0.0001214177,0.000125321,0.0001133364,0.9827663,0.004199683,0.007350684,0.0008205161,0.00003813515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528524,0.0007589736,0.02971611,0.0005288186,0.00008981592,0.000121254,0.001796509,0.0004336209,0.01370243],"genre_scores_gemma":[0.9929371,0.0001332156,0.005066753,0.00006127852,0.00004604793,0.00002288663,0.0006973194,0.0001052315,0.0009301636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009683957,"threshold_uncertainty_score":0.03146577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770703010668655,"score_gpt":0.340025507097128,"score_spread":0.3023184769904415,"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."}}