{"id":"W3152956556","doi":"10.1007/s11661-021-06248-y","title":"Effect of Heat Treatment on Microstructure Evolution of X38CrMoV5-1 Hot-Work Tool Steel Produced by L-PBF","year":2021,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Politecnico di Milano; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Microstructure; Materials science; Tempering; Quenching (fluorescence); Martensite; Metallurgy; Transmission electron microscopy; Fusion; Alloy; Composite material; Optics; Nanotechnology","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":[0.0001715526,0.0002223201,0.0002334128,0.000202248,0.0001706377,0.0002274125,0.0001930101,0.0002478673,0.001116744],"category_scores_gemma":[0.0002759066,0.000198743,0.000178504,0.0001916198,0.0001963857,0.0001352212,0.0000874542,0.0002149125,0.0002009369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568097,"about_ca_system_score_gemma":0.0001248191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862455,"about_ca_topic_score_gemma":0.004141857,"domain_scores_codex":[0.9998413,0.00001560821,0.000008457881,0.00004267905,0.00005635123,0.00003548308],"domain_scores_gemma":[0.9998605,0.00002583624,0.00004867756,0.00001273808,0.0000346887,0.00001753133],"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":[0.0001209777,0.000009035842,0.0004830447,0.00004566049,0.000007226682,0.00006187399,0.00004614452,0.0001937312,0.9978032,0.00002268846,0.00001533143,0.001191123],"study_design_scores_gemma":[0.00001003944,0.0003235831,0.02320916,0.000004763263,0.00001719577,0.00006806802,0.00004287514,0.0006505377,0.9750779,0.000008284691,0.0005806538,0.000006912638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987271,0.0002512152,0.0003763291,0.000008500666,0.000005587237,0.000009752253,0.00009588811,0.00002577736,0.0004997796],"genre_scores_gemma":[0.9989342,0.00007242899,0.000411014,0.000005765053,0.000001886388,0.000004796831,0.00007465455,0.0000134124,0.0004818259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001862455,"threshold_uncertainty_score":0.0037359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004321739391121215,"score_gpt":0.1952364811349676,"score_spread":0.1909147417438464,"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."}}