{"id":"W7112374283","doi":"","title":"Design of an Efficient, High-Throughput Photomultiplier Tube Testing Facility for the IceCube Upgrade","year":2022,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research center; National laboratory; Engineering research; Science policy; Research program; Science and engineering; Chinese academy of sciences; Neutrino","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":[],"consensus_categories":[],"category_scores_codex":[0.0006571917,0.0002182468,0.0002645263,0.00005893103,0.0003468429,0.00003169935,0.0004130192,0.00006190081,0.00007512538],"category_scores_gemma":[0.0001120201,0.00018788,0.00009034977,0.0003021117,0.00005455645,0.000087332,0.0001150242,0.0002620354,0.000008751591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009942165,"about_ca_system_score_gemma":0.00003773295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514395,"about_ca_topic_score_gemma":0.00001031681,"domain_scores_codex":[0.9986949,0.00007629463,0.0003316188,0.0002979474,0.0001936873,0.0004055345],"domain_scores_gemma":[0.9985279,0.0008343762,0.000072592,0.000448964,0.00005113786,0.00006504872],"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":[0.00005666547,0.0000789112,0.000009007844,0.00006639322,0.00004743064,0.000002896564,0.001726732,0.8590901,0.1355102,0.00003715453,0.0003788174,0.002995707],"study_design_scores_gemma":[0.0008355972,0.0002118174,0.0001177749,0.00001355251,0.00005365105,0.00001923215,0.000958643,0.8931309,0.09903777,0.0003556862,0.00498838,0.0002770191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841645,0.0005599658,0.1543701,0.0000495334,0.0008652597,0.001537786,0.0005689274,0.0003207815,0.00008261089],"genre_scores_gemma":[0.9895086,0.000006188781,0.009707474,0.00007070554,0.0000841631,0.0004496673,0.00005037971,0.0000426408,0.00008014683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478636,"threshold_uncertainty_score":0.7661524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248065948468528,"score_gpt":0.2413883223787824,"score_spread":0.1989076628940971,"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."}}