{"id":"W3167572722","doi":"10.1016/j.surfin.2021.101248","title":"Effect of oxygen boost diffusion treatment on the mechanical properties of Ti-6Al-4V alloy","year":2021,"lang":"en","type":"article","venue":"Surfaces and Interfaces","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Alloy; Ultimate tensile strength; Microstructure; Elongation; Brittleness; Tensile testing; Optical microscope; Diffusion; Phase (matter); Oxygen; Metallurgy; Layer (electronics); Substrate (aquarium); Composite material; Scanning electron microscope","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":[0.0001019094,0.0002365712,0.0002451022,0.0001592231,0.0001852761,0.0002494022,0.0002212037,0.0002615155,0.001922302],"category_scores_gemma":[0.0002672852,0.000194711,0.0001803679,0.000216739,0.0001962537,0.0002432512,0.000105381,0.0002493799,0.000195187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193653,"about_ca_system_score_gemma":0.00016817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605282,"about_ca_topic_score_gemma":0.002734407,"domain_scores_codex":[0.9999151,0.00000655036,0.000006125987,0.0000181539,0.00002836758,0.00002571449],"domain_scores_gemma":[0.999893,0.00002569142,0.00002727141,0.00001130054,0.00002975906,0.00001289495],"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":[0.0004776438,0.00002116,0.0003336282,0.0000663665,0.000007120463,0.00004517208,0.00004792666,0.0001479844,0.9969932,0.00004936556,0.00004695617,0.001763548],"study_design_scores_gemma":[0.00001353579,0.0002668035,0.004949873,0.000003778938,0.00001982229,0.00003141893,0.0000639842,0.000799077,0.992861,0.00001736368,0.0009665998,0.000006911097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983518,0.0007024559,0.0002142615,0.00002316733,0.00002117338,0.000003334825,0.00007794391,0.0000141341,0.0005916987],"genre_scores_gemma":[0.9982598,0.0002233156,0.000276937,0.00001308753,0.000005594058,0.00000362765,0.00008780287,0.000009513444,0.001120282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001922302,"threshold_uncertainty_score":0.006430745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658878867073988,"score_gpt":0.2299393847528464,"score_spread":0.2133505960821065,"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."}}