{"id":"W4389377057","doi":"10.1007/s11665-023-08982-3","title":"Twinning-Induced Plasticity Behavior of Pulse Laser Powder Bed-Fused 316L Stainless Steels","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; University of New Brunswick","funders":"","keywords":"Materials science; Twip; Microstructure; Crystal twinning; Ultimate tensile strength; Composite material; Plasticity; Dislocation; Strain hardening exponent; Hardening (computing); Deformation (meteorology); Alloy; Ductility (Earth science); Metallurgy; Creep","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000193066,0.0001165242,0.000210988,0.0003844784,0.0002109796,0.0001878126,0.0002749478,0.0002734016,0.001623689],"category_scores_gemma":[0.0005009104,0.0001384323,0.0001761613,0.0002556881,0.0002893559,0.0001827996,0.00009745912,0.0002071115,0.0002149379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654837,"about_ca_system_score_gemma":0.0002448614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768671,"about_ca_topic_score_gemma":0.002679059,"domain_scores_codex":[0.9997885,0.00001428333,0.00001190997,0.00003131456,0.0001209647,0.00003304229],"domain_scores_gemma":[0.999631,0.00007531582,0.00007703243,0.0000340676,0.0001478199,0.00003485667],"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":[0.0003007674,0.00001816278,0.001477515,0.00003402087,0.000007288558,0.00009557517,0.00007765058,0.00168832,0.9937385,0.00015503,0.00009684473,0.002310242],"study_design_scores_gemma":[0.00001269026,0.0005920523,0.03792011,0.000005615668,0.00001193808,0.0001317831,0.0001230463,0.01992223,0.9406096,0.00006745067,0.0005830618,0.00002046307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991922,0.00007185868,0.0002808706,0.00001024655,0.000004458096,0.000002066773,0.00006013409,0.00002141803,0.000356868],"genre_scores_gemma":[0.999456,0.00001425716,0.0001383252,0.000001906603,9.041747e-7,0.000001190617,0.00004572753,0.000003263,0.0003383951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001768671,"threshold_uncertainty_score":0.005431771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403891568660755,"score_gpt":0.2152406925238291,"score_spread":0.2012017768372216,"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."}}