{"id":"W4285094822","doi":"10.1557/s43579-022-00201-9","title":"Material constitutive modelling of Fe-based, Ni-based and high-entropy alloys: Development of Simu-Mat 1.0","year":2022,"lang":"en","type":"article","venue":"MRS Communications","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Materials science; Constitutive equation; Alloy; Deformation (meteorology); Composite material; Metallurgy; Thermodynamics; Finite element method","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":[0.0003835605,0.0005504104,0.0004493493,0.0004975771,0.0003679745,0.0008236887,0.001333301,0.0009686923,0.00295424],"category_scores_gemma":[0.0007274346,0.0004483019,0.000525023,0.0004268608,0.000332977,0.0007046121,0.0004538621,0.0005524389,0.001181872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309671,"about_ca_system_score_gemma":0.0007935532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780309,"about_ca_topic_score_gemma":0.005453188,"domain_scores_codex":[0.9998467,0.00002958592,0.000009046304,0.00001867812,0.00008664792,0.000009287231],"domain_scores_gemma":[0.9998018,0.00005833282,0.00002709155,0.00003080292,0.00006895076,0.00001306436],"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":[0.00003611727,0.00007857757,0.0009633192,0.0001829389,0.0000348517,0.0001058042,0.000127204,0.918991,0.02208515,0.02515511,0.001907793,0.0303322],"study_design_scores_gemma":[0.000003039598,0.00001212184,0.0002303703,0.00001325562,0.000004045366,0.00003691346,0.00001159353,0.991219,0.002659268,0.001371087,0.004433919,0.000005442701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.052121,0.0009764509,0.9065138,0.000239543,0.0001046296,0.0001261299,0.0008301744,0.001504802,0.03758347],"genre_scores_gemma":[0.6570878,0.001717191,0.3024659,0.0001225416,0.00007476161,0.0004106332,0.001730219,0.0008461827,0.03554481],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00295424,"threshold_uncertainty_score":0.009882927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271170337547832,"score_gpt":0.2236845197117117,"score_spread":0.1909728163362334,"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."}}