{"id":"W4415345181","doi":"10.1016/j.nimb.2025.165954","title":"Implantation studies of low-energy positive muons in niobium thin films","year":2025,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; TRIUMF","funders":"Natural Sciences and Engineering Research Council of Canada; Paul Scherrer Institut","keywords":"Muon; Niobium; Monte Carlo method; Thin film; Range (aeronautics); Analytical Chemistry (journal); Spectroscopy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001273838,0.0002238202,0.0002320959,0.0001505638,0.0002613585,0.0003364836,0.0002247682,0.0002123127,0.0008520339],"category_scores_gemma":[0.0003607171,0.0001683215,0.0001317537,0.000139528,0.0002977251,0.0002620086,0.000180459,0.0001710257,0.0001048015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812827,"about_ca_system_score_gemma":0.0001482987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765196,"about_ca_topic_score_gemma":0.00277245,"domain_scores_codex":[0.9999394,0.000005701632,0.000003190655,0.00001231911,0.00002420301,0.00001510918],"domain_scores_gemma":[0.9998438,0.00006261195,0.00004826304,0.000007699937,0.00002598134,0.000011597],"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":[0.0002359404,0.0000187161,0.003170847,0.0001403605,0.00002083762,0.0001694883,0.0001476205,0.003637095,0.9904568,0.0001771803,0.00003678376,0.00178851],"study_design_scores_gemma":[0.00002013589,0.0005705578,0.009003973,0.00001469731,0.00004084881,0.0001837876,0.0002188137,0.01175114,0.97745,0.00005512483,0.0006804967,0.00001040563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991148,0.0001716737,0.0002673838,0.00001176512,0.000002413488,0.000002793215,0.00001783881,0.000008639539,0.0004026447],"genre_scores_gemma":[0.999176,0.0001571405,0.0003519592,0.000004927622,0.000001470156,0.000002613175,0.00001793253,0.000005820167,0.0002822534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765196,"threshold_uncertainty_score":0.005498171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424587499599981,"score_gpt":0.4173241866928646,"score_spread":0.3830783116968648,"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."}}