{"id":"W7099757404","doi":"","title":"LOUIS GAUTHIER Modelling of High Velocity Impact on Composite Materials for Airframe Structures Application","year":2014,"lang":"en","type":"article","venue":"","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airframe; Materials testing; Composite number; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642535,0.000160675,0.0002846261,0.00005569702,0.00002952405,0.00002987554,0.0001608804,0.0001133825,0.00009896041],"category_scores_gemma":[0.00001195694,0.000129273,0.00007240798,0.00005468045,0.00001404842,0.00004522534,0.00001687477,0.00006941702,0.0000135363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004983805,"about_ca_system_score_gemma":0.000004960506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103944,"about_ca_topic_score_gemma":7.866983e-7,"domain_scores_codex":[0.999203,0.0000183981,0.0002746121,0.0001551497,0.0001732204,0.00017557],"domain_scores_gemma":[0.9993544,0.0001697949,0.00005153621,0.0002847964,0.00007451115,0.00006492708],"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":[0.00005107801,0.00001624983,0.00002502077,0.00006457218,0.00002193202,3.656113e-8,0.00001596289,0.4090822,0.5560712,0.03284746,0.0001152239,0.001689124],"study_design_scores_gemma":[0.000186083,0.00008244758,0.0009289572,0.00001208122,0.00002002317,4.620419e-7,6.85824e-7,0.3169855,0.6705613,0.01102723,0.00007414431,0.0001211822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5230321,0.000004608531,0.476466,0.00001094652,0.00008330493,0.0001716885,0.00003013252,0.0001056472,0.00009558652],"genre_scores_gemma":[0.967186,0.000001932127,0.03259869,0.00002124657,0.00007250488,0.00003264671,0.00004728675,0.00003295562,0.000006724347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.444154,"threshold_uncertainty_score":0.5271602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553467458905493,"score_gpt":0.2483482846044121,"score_spread":0.2328136100153572,"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."}}