{"id":"W3209593137","doi":"10.1016/j.addma.2022.102608","title":"A new class of alumina-forming superalloy for 3D printing","year":2022,"lang":"en","type":"preprint","venue":"Additive manufacturing","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovate UK; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Superalloy; Solvus; Materials science; Metallurgy; Cracking; Creep; Grain boundary; Carbide; Ultimate tensile strength; Texture (cosmology); Inconel; Porosity; Alloy; Composite material; Microstructure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211873,0.0003364771,0.0002259825,0.0003825885,0.0001576046,0.0005961728,0.0005788206,0.0003222082,0.002298873],"category_scores_gemma":[0.000159825,0.0001710533,0.0003002669,0.0002863699,0.0001466925,0.0004178695,0.0002304206,0.0002877149,0.0009407605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763918,"about_ca_system_score_gemma":0.0001791514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003597056,"about_ca_topic_score_gemma":0.001090523,"domain_scores_codex":[0.9998123,0.00000788055,0.000009994264,0.00003084857,0.0001212884,0.0000176593],"domain_scores_gemma":[0.9999009,0.00001083791,0.00002532097,0.00002273681,0.00002522358,0.00001490231],"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":[0.0000361114,0.000008562369,0.0001527503,0.0001101671,0.000005063166,0.0001216,0.00002896615,0.000346533,0.9876854,0.0007904844,0.0002106801,0.01050352],"study_design_scores_gemma":[0.00001133824,0.0002118033,0.001367065,0.000008688572,0.00001480493,0.0008470169,0.00003807429,0.00381607,0.9585241,0.0002302557,0.03491614,0.0000145744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204727,0.005895831,0.1166578,0.000204903,0.0002811188,0.0002613431,0.001278658,0.002155197,0.05279244],"genre_scores_gemma":[0.8985891,0.001288783,0.08062141,0.0000549606,0.00003075165,0.0001150978,0.000859011,0.000323704,0.01811714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298873,"threshold_uncertainty_score":0.00769043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589556762328979,"score_gpt":0.2375187791445622,"score_spread":0.2216232115212724,"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."}}