{"id":"W4301374063","doi":"10.1103/physrevb.106.144101","title":"Density changes in amorphous silicon induced by swift heavy ions","year":2022,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Argonne National Laboratory; GSI Helmholtzzentrum für Schwerionenforschung; Natural Sciences and Engineering Research Council of Canada; Office of Science; Northwestern University; DuPont; Fonds de recherche du Québec – Nature et technologies; Dow Chemical Company; U.S. Department of Energy","keywords":"Ion track; Ion; Irradiation; Materials science; Amorphous solid; Silicon; Swift heavy ion; Atomic physics; RADIUS; Scattering; Doping; Analytical Chemistry (journal); Physics; Nuclear physics; Crystallography; Fluence; Optics; Chemistry; Metallurgy","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":[0.0001193209,0.0002196455,0.0001958574,0.0002928924,0.0002120646,0.0004420376,0.0002524497,0.0002775003,0.001640081],"category_scores_gemma":[0.0001927011,0.000206512,0.0001778063,0.0002399754,0.0003090409,0.0002208587,0.0002182652,0.0002899067,0.0003053478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467318,"about_ca_system_score_gemma":0.0001600292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774609,"about_ca_topic_score_gemma":0.001647339,"domain_scores_codex":[0.999859,0.00001098293,0.000005017362,0.00003027993,0.00006435173,0.00003037694],"domain_scores_gemma":[0.9998553,0.00004116826,0.00004327954,0.00001173511,0.00003356021,0.00001495233],"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":[0.00007233003,0.000006351662,0.0005122047,0.00002151456,0.00001017239,0.0000733269,0.00005351506,0.0001890178,0.9982802,0.00009368032,0.00002830027,0.0006594214],"study_design_scores_gemma":[0.000008545954,0.00008705167,0.01158493,0.000003845489,0.00001076987,0.00009228126,0.0001283306,0.001064895,0.9863318,0.00004982922,0.0006318355,0.000005814544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973611,0.0003897898,0.0007826256,0.00002514543,0.000006990022,0.000004456373,0.0001347726,0.00002688147,0.001268078],"genre_scores_gemma":[0.9979923,0.0002703709,0.0003817793,0.00001304014,0.000003461937,0.000006203293,0.0001484737,0.00001313439,0.001171235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774609,"threshold_uncertainty_score":0.005486608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423133233773583,"score_gpt":0.321636957818615,"score_spread":0.3074056254808791,"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."}}