{"id":"W3004288771","doi":"10.1051/epjconf/202022702002","title":"Characterisation of a new generation of VUV low-light sensors","year":2020,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Silicon photomultiplier; Photomultiplier; Xenon; Scintillation; Optics; Physics; Observatory; Optoelectronics; Detector; Nuclear physics; Scintillator; Astronomy","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":[0.0000444342,0.0000565914,0.0001477602,0.00002257719,0.00001215665,0.000005986838,0.00006539804,0.00001566026,0.0007041763],"category_scores_gemma":[0.00000462738,0.00005002208,0.00003275392,0.00008729313,0.00002087874,0.00009501083,0.00001073173,0.00002830222,0.000008401747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001398601,"about_ca_system_score_gemma":0.0002614095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004754312,"about_ca_topic_score_gemma":0.000002569025,"domain_scores_codex":[0.9995099,0.00001398904,0.000236305,0.00007276797,0.0001059977,0.00006105327],"domain_scores_gemma":[0.9996427,0.00001084416,0.0001942608,0.00005344274,0.0000635308,0.00003517481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003313055,0.00002697739,0.2843103,0.00003606805,0.0000417857,6.139758e-8,0.002177072,0.00002893592,0.6960747,0.004277258,0.000304919,0.01268882],"study_design_scores_gemma":[0.000244084,0.00005568171,0.06329774,0.00002188535,0.000008726419,2.218853e-8,0.0001169028,0.008051746,0.9267074,0.00008087355,0.001355783,0.00005909011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963561,0.00001200269,0.0002972661,0.0002154892,0.00005740091,0.00005817071,0.00001037387,0.000004579296,0.002988624],"genre_scores_gemma":[0.9996464,0.000004927161,0.0001180088,0.000008789915,0.000143361,0.000001663415,0.00001856669,0.000002367099,0.0000559306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306328,"threshold_uncertainty_score":0.7710237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450165515665905,"score_gpt":0.2477896688194656,"score_spread":0.2027731172528751,"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."}}