{"id":"W3173893656","doi":"10.1016/j.jallcom.2021.161033","title":"The effect of heat treatments on mechanical properties of M789 steel fabricated by laser powder bed fusion","year":2021,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Harrison McCain Foundation; Deakin University; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Materials science; Ultimate tensile strength; Electron backscatter diffraction; Austenite; Martensite; Texture (cosmology); Atom probe; Metallurgy; Microstructure; Transmission electron microscopy; Phase (matter); Precipitation; Scanning electron microscope; Composite material; Nanotechnology; Chemistry","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":[0.0001309583,0.0001007785,0.0002616459,0.00002136582,0.00004826475,0.00002923362,0.00006825122,0.0000366354,0.00001843811],"category_scores_gemma":[0.00001973213,0.00005273493,0.00005804512,0.00003863162,0.0000283657,0.00004556177,0.00002381704,0.00007342116,4.830557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001468375,"about_ca_system_score_gemma":0.00001054051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005143239,"about_ca_topic_score_gemma":0.000001194843,"domain_scores_codex":[0.999395,0.00005722762,0.0002553019,0.00005471331,0.0001510121,0.00008675379],"domain_scores_gemma":[0.9996484,0.0001027295,0.00007505361,0.00006947466,0.00006889951,0.00003544987],"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":[0.0003360993,0.00005681792,0.00008736428,0.0001722455,0.000238767,0.000009714788,0.00006485955,0.0003123414,0.9960876,0.00001552927,0.001133161,0.001485523],"study_design_scores_gemma":[0.0006582663,0.0007763024,0.0006048091,0.0001765404,0.00005097801,0.0000250285,0.00003599098,0.0001127923,0.9956905,0.00004309759,0.001771425,0.00005432438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979964,0.001520084,0.00001945529,0.00008954273,0.0001485926,0.0000436446,0.00001026095,0.000006780292,0.0001652676],"genre_scores_gemma":[0.999105,0.0007358725,0.00001762446,0.0000106134,0.00003523338,0.000001539186,0.00000262359,0.00001063666,0.00008083677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431199,"threshold_uncertainty_score":0.2150468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007513847273409659,"score_gpt":0.1982496999640745,"score_spread":0.1907358526906648,"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."}}