{"id":"W7133219239","doi":"10.18280/ijsse.151203","title":"Design Optimization of Multilayer Ballistic Plates Using Steel Bearings for Impact Energy Dispersion and Projectile Trajectory Deflection","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Projectile; Deflection (physics); Trajectory; Impact energy; Ballistic impact; Dispersion (optics); Impact; Energy method","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":[0.0002657044,0.0008553572,0.0005886424,0.0006423943,0.0003207426,0.0007453471,0.0005649264,0.0006195333,0.001850441],"category_scores_gemma":[0.0004894058,0.0004252509,0.0004477181,0.0004202464,0.0003379224,0.0003465578,0.0005057317,0.0002916794,0.0003832856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096001,"about_ca_system_score_gemma":0.0006295291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557658,"about_ca_topic_score_gemma":0.002103375,"domain_scores_codex":[0.9998728,0.0000204848,0.000004720413,0.0000198121,0.00005365874,0.00002843339],"domain_scores_gemma":[0.9997817,0.00005928759,0.00005853287,0.00001379881,0.00006520671,0.00002159799],"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":[0.0001204336,0.00004723766,0.0007077164,0.0001121408,0.00002651112,0.00008509925,0.0000299009,0.9364153,0.04785843,0.0013484,0.0002888408,0.01295999],"study_design_scores_gemma":[0.00001386439,0.0002506098,0.0006405999,0.000009420466,0.00001962248,0.0000296706,0.00004291261,0.9909509,0.007220013,0.0002642823,0.0005484544,0.000009558109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845688,0.0007206522,0.3870184,0.0001807104,0.0001082409,0.0001128851,0.0001510592,0.0004356752,0.02670356],"genre_scores_gemma":[0.9773895,0.000138691,0.02061911,0.000009568203,0.000006699076,0.0000430259,0.00003434633,0.0000308846,0.001728215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001850441,"threshold_uncertainty_score":0.0061903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008000488275248067,"score_gpt":0.2435981714537629,"score_spread":0.2355976831785148,"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."}}