{"id":"W2086789213","doi":"10.1063/1.4811837","title":"The mechanism of instability and localized reaction in the explosively driven collapse of thick walled Ni-Al laminate cylinders","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Buckling; Materials science; Composite material; Instability; Deformation (meteorology); Strain rate; Shear (geology); Plasticity; Homogeneous; Strain (injury); Mechanics; Thermodynamics; Physics","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":[0.0005023372,0.000148274,0.00025815,0.00002306231,0.0001194797,0.00005884303,0.0002840424,0.00005742091,0.00001467272],"category_scores_gemma":[0.00001823101,0.00009290878,0.00003892268,0.0001436682,0.0003360408,0.0001543465,0.0000757265,0.0001170766,0.00001570153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775203,"about_ca_system_score_gemma":0.00003135418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006290608,"about_ca_topic_score_gemma":0.00003810235,"domain_scores_codex":[0.9987994,0.0001448303,0.0003240868,0.0002000672,0.0002935862,0.0002379945],"domain_scores_gemma":[0.9991671,0.0001954008,0.0002285135,0.0003211856,0.00005365977,0.00003409218],"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":[0.00008443786,0.00006414185,0.0000586675,0.00002454158,0.000006446804,4.312997e-7,0.003294053,0.00001564239,0.9873048,0.008726443,0.0001546108,0.0002657891],"study_design_scores_gemma":[0.001193933,0.00005729579,0.006447377,0.00001926402,0.0000338566,9.889396e-7,0.00231718,0.00005173756,0.9865293,0.00310901,0.00006887125,0.0001712173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971362,0.000002056384,0.0002543264,0.001520798,0.0001397783,0.0008134248,0.00001278432,0.00001716816,0.000103511],"genre_scores_gemma":[0.9991195,0.0000112192,0.000188788,0.0004908732,0.00002398159,0.0001449884,0.000005568188,0.0000121273,0.000002963014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006388709,"threshold_uncertainty_score":0.378871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673832977294694,"score_gpt":0.2380118310416652,"score_spread":0.2212735012687183,"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."}}