{"id":"W2791450214","doi":"10.7566/jpscp.21.011032","title":"Dynamics of Anisotropic Muonium on Silica Surfaces Explained by Monte Carlo Simulation of the Muon Depolarization","year":2018,"lang":"en","type":"article","venue":"","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Muonium; Muon; Monte Carlo method; Dynamics (music); Anisotropy; Kinetic Monte Carlo; Statistical physics; Physics; Depolarization; Condensed matter physics; Materials science; Nuclear physics; Chemical physics; Computational physics; Optics; 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":[],"consensus_categories":[],"category_scores_codex":[0.00001820062,0.00006393553,0.00007371347,0.00002757641,0.00005710326,0.00000779501,0.00007800637,0.00004275535,0.0002549565],"category_scores_gemma":[0.000007745353,0.00004775578,0.00003609524,0.0001328064,0.00003086056,0.00005020087,0.000008948134,0.00004714959,0.000006368788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689132,"about_ca_system_score_gemma":0.000005068762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225238,"about_ca_topic_score_gemma":0.0002659582,"domain_scores_codex":[0.9996062,0.00001201403,0.0001701297,0.00006724866,0.00007699102,0.00006739546],"domain_scores_gemma":[0.9996347,0.00005826685,0.0000434946,0.0001809999,0.00006492028,0.00001759411],"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":[0.00002007844,0.0001042894,0.002795073,0.00004656211,0.00004677143,2.476171e-8,0.0003332498,0.8725569,0.1096398,0.008499938,0.004150048,0.001807261],"study_design_scores_gemma":[0.00008691895,0.00004201712,0.002096575,0.0000137045,0.000008456619,1.50811e-7,0.00007699513,0.9350528,0.05996324,0.00002894374,0.002579585,0.00005068372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647095,0.00001559527,0.0274088,0.0001305993,0.0001571149,0.0001635352,0.0001817423,0.0000622654,0.007170876],"genre_scores_gemma":[0.9991649,0.000005979575,0.0001934955,0.00001768144,0.00002078493,0.000007394867,0.00002466033,0.00000938194,0.0005557422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06249581,"threshold_uncertainty_score":0.2791595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00592412765330786,"score_gpt":0.2269489957013105,"score_spread":0.2210248680480026,"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."}}