{"id":"W4406999417","doi":"10.1016/j.ijplas.2025.104255","title":"Thermodynamically consistent damage evolution model coupled with rate-dependent crystal plasticity: Application to high-strength low alloy steel at various strain rates","year":2025,"lang":"en","type":"article","venue":"International Journal of Plasticity","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Motors (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Materials science; Plasticity; Crystal plasticity; Strain rate; Alloy; Strain (injury); Metallurgy; Composite material","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":[0.0004393984,0.0002839811,0.0004094732,0.0002747253,0.0001510218,0.0002511162,0.0006414948,0.0001244272,0.00022321],"category_scores_gemma":[0.0003310289,0.0002269649,0.00008796983,0.0001315974,0.0001346345,0.0002574572,0.0002069468,0.0002151414,0.00005194686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922994,"about_ca_system_score_gemma":0.0004856371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000199711,"about_ca_topic_score_gemma":0.0005664473,"domain_scores_codex":[0.9975947,0.0001155938,0.0007648115,0.0003272127,0.0008639824,0.0003337372],"domain_scores_gemma":[0.9977713,0.0003266707,0.0005248804,0.0001381996,0.001007743,0.0002311671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001939405,0.0003152667,0.0003583338,0.00001730942,0.00009093917,0.00004775652,0.000134158,0.1592888,0.834932,0.002761905,0.00006947577,0.00004472633],"study_design_scores_gemma":[0.008192811,0.001235033,0.1521301,0.000716303,0.0005692732,0.0002275491,0.0002697206,0.4766576,0.3571097,0.00181451,0.00008057245,0.0009967491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356885,0.000002323201,0.2625034,0.0003631276,0.0006036182,0.0002454915,0.0005140061,0.00003649146,0.00004302321],"genre_scores_gemma":[0.9960108,0.000002743425,0.003364543,0.000182003,0.000137555,0.00002211884,0.00003268812,0.00002133108,0.0002262477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4778222,"threshold_uncertainty_score":0.9255359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007259795433981045,"score_gpt":0.2564764231220193,"score_spread":0.2492166276880383,"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."}}