{"id":"W7042481451","doi":"","title":"Performance of Realistic PFA for GLD detector","year":2007,"lang":"en","type":"other","venue":"International Linear Collider","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Detector; Scheme (mathematics); Control theory (sociology); Particle (ecology); Flow (mathematics)","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":[0.001873018,0.0006814363,0.0007424102,0.0006084266,0.001140661,0.001684311,0.001570755,0.001707414,0.007577077],"category_scores_gemma":[0.00642259,0.0004062051,0.0005840904,0.0009474917,0.0008029022,0.002263331,0.0009476926,0.001026688,0.0009694522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935033,"about_ca_system_score_gemma":0.001539263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007016093,"about_ca_topic_score_gemma":0.003150728,"domain_scores_codex":[0.9985496,0.0004463995,0.00005839716,0.0002698784,0.0004930511,0.0001825824],"domain_scores_gemma":[0.9980382,0.001079971,0.0001393452,0.0002707482,0.0003520472,0.0001197165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002131919,0.000196885,0.006858749,0.0003125396,0.0001475563,0.0002227137,0.0001664751,0.8724881,0.01156909,0.03568174,0.02250075,0.0477236],"study_design_scores_gemma":[0.00006122945,0.0001168253,0.0006608003,0.00001267077,0.00001322961,0.00007186255,0.0000257847,0.9845282,0.007164056,0.004135364,0.003182856,0.00002700562],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4781504,0.00272624,0.4016878,0.004630932,0.0006644698,0.0003327851,0.004298777,0.02486802,0.08264069],"genre_scores_gemma":[0.9437491,0.0001699735,0.05119523,0.0004012652,0.00003054643,0.00009374374,0.001389554,0.0005160683,0.0024545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007577077,"threshold_uncertainty_score":0.02534789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838653993444117,"score_gpt":0.2860789641816452,"score_spread":0.2676924242472041,"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."}}