{"id":"W3027237497","doi":"10.3390/ma13102380","title":"Microstructure Evolution, Mechanical Properties and Deformation Behavior of an Additively Manufactured Maraging Steel","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Harrison McCain Foundation; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Materials science; Maraging steel; Microstructure; Austenite; Ultimate tensile strength; Electron backscatter diffraction; Volume fraction; Nucleation; Martensite; Alloy; Grain boundary; Composite material; Metallurgy; Titanium alloy; Thermodynamics","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":[0.00007549418,0.000168358,0.0002574587,0.00003181416,0.00005426248,0.00008608677,0.00009409349,0.00008562153,0.0004202646],"category_scores_gemma":[0.00002226493,0.0001381837,0.00001658656,0.00003267073,0.00003999011,0.0003045364,0.00004533555,0.00004644857,0.000007967429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002098763,"about_ca_system_score_gemma":0.000009237935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001430664,"about_ca_topic_score_gemma":0.000001845966,"domain_scores_codex":[0.9992697,0.00003949529,0.0002856861,0.0001513654,0.00009894517,0.000154832],"domain_scores_gemma":[0.9997271,0.000008207495,0.00006980546,0.00008321638,0.00004121644,0.00007040647],"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":[0.00006211193,0.000005677556,0.000008871695,0.0004881427,0.00001335341,0.000002219596,0.0004106786,0.0001651654,0.9980658,0.00006290911,0.00006809768,0.0006469279],"study_design_scores_gemma":[0.0002023022,0.00007065065,0.009900585,0.00004042712,0.00002783959,0.00001375216,0.0001379095,0.0001521064,0.9887749,0.0001752169,0.000336365,0.0001679528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979314,0.00008114437,0.0006154833,0.00003525793,0.0002288966,0.000232215,0.0006753362,0.0001719336,0.00002837255],"genre_scores_gemma":[0.9990141,0.00001415591,0.0005941489,0.00004629832,0.0001512217,0.00003338307,0.0001132626,0.00002902844,0.00000434966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009891713,"threshold_uncertainty_score":0.5634968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753165178983196,"score_gpt":0.1928418916423158,"score_spread":0.1753102398524838,"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."}}