{"id":"W4413773674","doi":"10.3390/inventions10050077","title":"Open-Access Crystal Plasticity Finite Element Implementation in ANSYS for Dislocation-Induced Nanoindentation in Magnesium","year":2025,"lang":"en","type":"article","venue":"Inventions","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoindentation; Crystal plasticity; Finite element method; Dislocation; Magnesium; Materials science; Plasticity; Structural engineering; Magnesium alloy; Metallurgy; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018514,0.0005708968,0.0004623917,0.0004236587,0.0003748921,0.0005893161,0.001426449,0.0007962556,0.01960726],"category_scores_gemma":[0.001702642,0.0005217422,0.0006168528,0.0002669012,0.0003036782,0.0006264404,0.0008024513,0.001069359,0.004080792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425601,"about_ca_system_score_gemma":0.001434204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050408,"about_ca_topic_score_gemma":0.006681996,"domain_scores_codex":[0.9995746,0.00005434799,0.00003375535,0.00004056518,0.0002525227,0.00004429024],"domain_scores_gemma":[0.9994231,0.000185964,0.00005593907,0.00009987178,0.0002062596,0.00002877822],"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":[0.0003733908,0.0006780398,0.0102099,0.001563283,0.0002028223,0.0006628013,0.001344709,0.4318032,0.1344682,0.06837135,0.06927723,0.2810451],"study_design_scores_gemma":[0.00008959584,0.0001216737,0.001750778,0.0001410955,0.00002290646,0.0001886076,0.0001068618,0.8385265,0.03378282,0.005043683,0.1201655,0.00005985898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.04268464,0.0002403571,0.9040856,0.0002176757,0.0001989038,0.0003075768,0.003240078,0.03041445,0.01861077],"genre_scores_gemma":[0.2571848,0.0005034957,0.7038662,0.0002520939,0.00004838671,0.001507217,0.007960263,0.01120002,0.01747755],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01960726,"threshold_uncertainty_score":0.06559289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164646927829139,"score_gpt":0.3683792683934095,"score_spread":0.3167327991151181,"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."}}