{"id":"W4413857880","doi":"10.1016/j.msea.2025.149061","title":"The LPBF printability and as-printed mechanical properties of a Ti6246 alloy as a function of printing parameters and microstructure","year":2025,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Microstructure; Alloy; Materials science; Function (biology); Composite material; Metallurgy; 3d printed; Engineering drawing; Manufacturing engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188778,0.0002512165,0.0002396976,0.0004084259,0.0002744806,0.000466828,0.0004906296,0.0006246152,0.006481413],"category_scores_gemma":[0.001283842,0.0002016328,0.0002418456,0.0004666312,0.0003088385,0.0006621381,0.0001403525,0.0003518098,0.0009379574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609479,"about_ca_system_score_gemma":0.0001230691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456254,"about_ca_topic_score_gemma":0.002173774,"domain_scores_codex":[0.9996089,0.00002921483,0.00002451764,0.00008183793,0.0002030136,0.00005248718],"domain_scores_gemma":[0.9990616,0.0003759399,0.0001465969,0.0001259234,0.0002498601,0.00004001632],"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":[0.0007936929,0.00007474142,0.001399583,0.0000818652,0.00001788468,0.0002452669,0.0001458195,0.00277535,0.982913,0.0001574145,0.0003775834,0.01101768],"study_design_scores_gemma":[0.00001182336,0.0003582535,0.01882075,0.000005218531,0.00001785579,0.0001594359,0.00006393619,0.008882611,0.9709349,0.00005382536,0.0006665977,0.00002477921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939148,0.000269873,0.00234495,0.00005309266,0.00002397199,0.000004713698,0.0005894194,0.0002613028,0.002537942],"genre_scores_gemma":[0.9967424,0.00008292461,0.0007681545,0.00001377151,0.000007510896,0.000004451048,0.0002430389,0.00005064818,0.002087123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481413,"threshold_uncertainty_score":0.0216825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006092220418355422,"score_gpt":0.1894444846561957,"score_spread":0.1833522642378403,"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."}}