{"id":"W4206902867","doi":"10.1017/s1431927621013970","title":"Direct Observation of PFIB-Induced Clustering in Precipitation-Strengthened Al Alloys by Atom Probe Tomography","year":2022,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Atom probe; Electropolishing; Focused ion beam; Cluster (spacecraft); Analytical Chemistry (journal); Sample preparation; Ion; Atom (system on chip)","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":[0.0001585208,0.0001611632,0.0003068353,0.0003014783,0.00008179917,0.00002907632,0.0001212102,0.00004522857,0.00005398383],"category_scores_gemma":[0.000007750756,0.0001917086,0.00006257026,0.0006016177,0.00002217424,0.0001829148,0.00007296943,0.00008265799,3.018868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000540477,"about_ca_system_score_gemma":0.000008421951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005966425,"about_ca_topic_score_gemma":0.00002787696,"domain_scores_codex":[0.9989979,0.00006624727,0.0004267057,0.0002320042,0.0001049302,0.0001721677],"domain_scores_gemma":[0.9996207,0.00003262144,0.0001193705,0.0001716226,0.00002578849,0.00002987642],"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":[0.00002316557,0.0000339881,0.002862933,0.00006143765,0.00005690784,6.132821e-7,0.0006534097,0.001050664,0.994015,0.000004900317,0.000106051,0.001130867],"study_design_scores_gemma":[0.0002518863,0.0000362298,0.001853295,0.00002331813,0.00003776293,0.000001153811,0.0001229606,0.001456173,0.9935997,0.00003092499,0.002397695,0.0001889774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976693,0.0003597853,0.02226625,0.00003466828,0.00007993212,0.0002234107,0.000144068,0.0001573069,0.0000416185],"genre_scores_gemma":[0.9869692,0.0002026143,0.0122301,0.00006478334,0.000007591921,0.0001325897,0.0003260921,0.00003408986,0.00003292572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027626,"threshold_uncertainty_score":0.7817651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008708386392213883,"score_gpt":0.2356351714673716,"score_spread":0.2269267850751578,"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."}}