{"id":"W4414805600","doi":"10.1016/j.mtcomm.2025.113985","title":"Dynamic impact response of additively manufactured monolithic and hybrid armour materials","year":2025,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; National Research Council Canada; Red River College; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale; Innovation for Defence Excellence and Security","keywords":"Split-Hopkinson pressure bar; Maraging steel; Adiabatic shear band; Alloy; Cracking; Ductility (Earth science); Strain rate; Izod impact strength test","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":[0.000124397,0.0003789949,0.0001270291,0.0004394959,0.0001013265,0.0001838228,0.0002510264,0.000325709,0.001250465],"category_scores_gemma":[0.0001254898,0.0002027734,0.0001867152,0.0002137687,0.0001729389,0.0001676419,0.0001989629,0.0002068646,0.0002490442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798554,"about_ca_system_score_gemma":0.00006868148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006445733,"about_ca_topic_score_gemma":0.00236201,"domain_scores_codex":[0.9998491,0.000006587627,0.000009148999,0.00003613513,0.00007191936,0.00002706799],"domain_scores_gemma":[0.9999142,0.000008657162,0.00002595003,0.000009202274,0.00002968639,0.00001230914],"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":[0.00003147425,0.000003832033,0.0002546188,0.00001691114,0.000004277985,0.00003034696,0.00001148709,0.0002015223,0.9985607,0.00002029333,0.00001562822,0.0008489335],"study_design_scores_gemma":[0.000002735523,0.0003319336,0.008079971,0.00000453239,0.0000164563,0.00007490753,0.00004992026,0.001460942,0.9888495,0.000008905568,0.001111595,0.000008655032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978653,0.0002690015,0.0008523072,0.000006362563,0.0000115603,0.000006597885,0.00009958591,0.0000382004,0.000851248],"genre_scores_gemma":[0.9962049,0.0001411263,0.001565735,0.00001185079,0.000002697915,0.000008357769,0.00014943,0.00001027555,0.001905604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001250465,"threshold_uncertainty_score":0.004183233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009391831758769132,"score_gpt":0.2661331608631511,"score_spread":0.256741329104382,"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."}}