{"id":"W4401957278","doi":"10.18280/mmep.110810","title":"Electron-Beam Reflection Investigation Concerning Charged Disc and Multipole Approximations","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multipole expansion; Reflection (computer programming); Physics; Electron; Cathode ray; Beam (structure); Atomic physics; Computational physics; Quantum electrodynamics; Optics; Nuclear physics; Quantum mechanics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303316,0.0009090824,0.001064449,0.0009499246,0.0007573341,0.001439953,0.001886115,0.001394381,0.003944245],"category_scores_gemma":[0.004314155,0.0004288504,0.0008559247,0.0006319185,0.001320641,0.001755059,0.001341553,0.001365972,0.0006946599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232024,"about_ca_system_score_gemma":0.0003048463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007255631,"about_ca_topic_score_gemma":0.000367537,"domain_scores_codex":[0.9994373,0.0002300584,0.00002214186,0.0000479655,0.0001889352,0.00007354165],"domain_scores_gemma":[0.998861,0.0006466824,0.0001413016,0.0001321581,0.0001662113,0.00005269005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003322002,0.0000836149,0.0007206519,0.0003413751,0.00004443558,0.0009635343,0.000517294,0.06203273,0.01842423,0.9076417,0.002297209,0.006600991],"study_design_scores_gemma":[0.00005773474,0.0000984541,0.0009345752,0.00006517237,0.00003712805,0.0008659422,0.0002453851,0.8389996,0.01061525,0.1447979,0.003248101,0.00003467209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2879142,0.003521155,0.5670235,0.00210481,0.0003728337,0.0001097221,0.0001830136,0.0004662159,0.1383045],"genre_scores_gemma":[0.9348378,0.001310881,0.03547785,0.0003194208,0.0001298385,0.00005750844,0.0001417627,0.0002323189,0.02749261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003944245,"threshold_uncertainty_score":0.0131948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689866407962531,"score_gpt":0.256961013397302,"score_spread":0.2300623493176767,"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."}}