{"id":"W3083073395","doi":"10.1115/1.4048319","title":"Superior Dynamic Penetration Resistance of Nanoscale Multilayer Polymer/Metal Films","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Penetration (warfare); Nanoscopic scale; Nanostructure; Ballistic limit; Composite material; Polymer; Aluminium; Ballistic impact; Nanotechnology; Projectile; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000869003,0.0001050988,0.0002581853,0.00007879973,0.00002939353,0.00001739619,0.0001229957,0.00006243578,0.0001558399],"category_scores_gemma":[0.00001069735,0.0000974683,0.0001479845,0.0002186515,0.000005880837,0.0001148217,0.00001164371,0.0001998732,0.00000987792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337233,"about_ca_system_score_gemma":0.00001996972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001157256,"about_ca_topic_score_gemma":0.00001111043,"domain_scores_codex":[0.9991504,0.000006690795,0.0004465697,0.00007705406,0.0002102979,0.0001090009],"domain_scores_gemma":[0.9995716,0.00002271848,0.0001629413,0.00008793693,0.00008069052,0.00007409855],"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":[0.00006299551,0.00002198917,0.000001643148,0.0000427012,0.0001000578,0.000004506881,0.0002923906,0.01897799,0.9789191,0.0005892959,0.0002467344,0.0007405269],"study_design_scores_gemma":[0.0004077145,0.00007016767,0.00001504989,0.00003606725,0.0001240524,0.000007577187,0.0008539279,0.2811503,0.7157708,0.0001681091,0.001248352,0.0001479169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713616,0.0007993378,0.1256975,0.0002972097,0.000512486,0.0001085524,0.00002594738,0.00004695962,0.001150425],"genre_scores_gemma":[0.9936701,0.0001416947,0.006015593,0.00003972483,0.00005179637,0.000001437303,0.000002473651,0.00002125364,0.00005593883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2631484,"threshold_uncertainty_score":0.3974642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006432094684030614,"score_gpt":0.2031910049106931,"score_spread":0.1967589102266624,"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."}}