{"id":"W2982392492","doi":"10.1063/1.5124709","title":"Evidence for vacancy trapping in Au-hyperdoped Si following pulsed laser melting","year":2019,"lang":"en","type":"article","venue":"APL Materials","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"U.S. Army Veterinary Corps; Australian National Fabrication Facility; Harvard University; National Science Foundation","keywords":"Materials science; Trapping; Lattice (music); Vacancy defect; Impurity; Reciprocal lattice; Epitaxy; Ion; Doping; Ion implantation; Condensed matter physics; Molecular physics; Crystallography; Optoelectronics; Layer (electronics); Chemistry; Nanotechnology; Optics","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":[0.0005805137,0.0001981351,0.0003752215,0.00008897828,0.0000540248,0.00008967037,0.0001777994,0.0001253804,0.0003247987],"category_scores_gemma":[0.0001421463,0.0001992386,0.00007870117,0.0001436594,0.000005369498,0.0004050687,0.00002517738,0.00008554015,0.000169569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280784,"about_ca_system_score_gemma":0.00003748832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012799,"about_ca_topic_score_gemma":0.00008946218,"domain_scores_codex":[0.9987183,0.00004602114,0.0003822403,0.0002515554,0.0001175121,0.0004843208],"domain_scores_gemma":[0.9993318,0.0003276675,0.00004469971,0.0002282819,0.00001386037,0.000053681],"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":[0.00004090148,0.000008248,0.001142686,0.0002627128,0.00002952828,0.000007325142,0.0003266642,0.001113497,0.9965964,0.00007720609,0.00005550061,0.0003393325],"study_design_scores_gemma":[0.0007609692,0.00004225256,0.002151077,0.0006109384,0.00002047337,0.000002080426,0.0000639571,0.001420665,0.9939497,0.0002313512,0.0004602318,0.0002862841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955736,0.00008190142,0.000189354,0.00006223234,0.00216164,0.0006002598,0.0000188767,0.0001749372,0.001137137],"genre_scores_gemma":[0.998686,0.00002247532,0.0006477212,0.00006510703,0.000239249,0.000102502,0.00001544229,0.00005299921,0.0001685353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112307,"threshold_uncertainty_score":0.8124715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665936449579774,"score_gpt":0.2750953256763286,"score_spread":0.2384359611805308,"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."}}