{"id":"W4398206556","doi":"10.18280/acsm.480215","title":"Simulation-Based Evaluation of Alumina and Weldox Steel Panels Against National Institute of Justice Type IV Ballistic Threats","year":2024,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Ballistic impact; Forensic engineering; Engineering; Materials science; Aeronautics; Nuclear engineering; Political science; Composite material; Law; Composite number","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006357664,0.0005163515,0.0005041141,0.0006989131,0.0004396608,0.0007085334,0.0007778169,0.0007638791,0.002117205],"category_scores_gemma":[0.001149695,0.0002337736,0.0005153715,0.0004179912,0.0005538952,0.0004106293,0.0006340923,0.0003312856,0.0003565582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295865,"about_ca_system_score_gemma":0.0004432026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004618247,"about_ca_topic_score_gemma":0.005512376,"domain_scores_codex":[0.9996461,0.00007026958,0.00001828167,0.00003905697,0.0001238426,0.0001025368],"domain_scores_gemma":[0.9994563,0.0002283758,0.00007143193,0.00006444745,0.000114462,0.00006485252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004613875,0.0001309127,0.007873191,0.0001539736,0.00003333747,0.0004522066,0.000172101,0.9463114,0.03429825,0.0008317312,0.0004946284,0.008786843],"study_design_scores_gemma":[0.00003291972,0.0009295982,0.006656715,0.00003267924,0.00003903185,0.0001135146,0.0004114436,0.9736061,0.01663549,0.0003201972,0.001192661,0.00002964893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861944,0.0001110585,0.007200791,0.0000525894,0.00002687777,0.0000531632,0.0001844957,0.0001215183,0.006055032],"genre_scores_gemma":[0.9967574,0.00005949185,0.002458896,0.00001078907,0.000001232909,0.00002122401,0.00009228358,0.000008652625,0.0005900376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004618247,"threshold_uncertainty_score":0.009182751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267338105498987,"score_gpt":0.3980512765145396,"score_spread":0.271317465964641,"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."}}