{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009772763,0.0001500349,0.0001831414,0.0001810115,0.00002369399,0.00001102401,0.0002116362,0.00007131017,0.003614347],"category_scores_gemma":[0.000009648747,0.0001441835,0.00008662872,0.00008931717,0.00003311837,0.00003580054,0.00003004932,0.000081274,0.000115101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002352705,"about_ca_system_score_gemma":0.00005939371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487749,"about_ca_topic_score_gemma":0.00001455679,"domain_scores_codex":[0.9992102,0.000004774909,0.0002540593,0.0001646941,0.0002049894,0.0001612841],"domain_scores_gemma":[0.9994712,0.00005388695,0.0002124625,0.0001309153,0.00009275513,0.00003877999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000945371,0.0004506584,0.315534,0.0006268115,0.002310303,0.000005350686,0.000352563,0.0005686376,0.002217387,0.01092182,0.6077292,0.05833786],"study_design_scores_gemma":[0.0006795597,0.00005093862,0.002023997,0.0001704019,0.00002949523,5.516949e-7,0.000007629698,0.01914068,0.008467616,0.00004215712,0.9691303,0.0002566597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05809944,0.00006678201,0.00513121,0.00004401034,0.001993753,0.0005924177,0.001069276,0.00007704861,0.9329261],"genre_scores_gemma":[0.470815,0.00001143307,0.005965473,0.0000330285,0.001647688,0.00006788375,0.0003229898,0.0001678553,0.5209686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4127156,"threshold_uncertainty_score":0.9972965,"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."}}