{"id":"W4406089368","doi":"10.1007/s11837-024-07094-0","title":"On the Yield Anisotropy in Laser Powder Bed Fusion-Produced Beta Titanium Alloys","year":2025,"lang":"en","type":"article","venue":"JOM","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Equiaxed crystals; Materials science; Anisotropy; Titanium alloy; Microstructure; Yield (engineering); Texture (cosmology); Indentation; Indentation hardness; Alloy; Tensile testing; Ultimate tensile strength; Composite material; Crystallography; Metallurgy; Optics","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":[0.0004393058,0.0002320306,0.0003088323,0.0004782724,0.0005776139,0.0005631633,0.0002984065,0.000208578,0.002642902],"category_scores_gemma":[0.0007322954,0.0002759213,0.0001792225,0.0005168252,0.0005436083,0.0003974224,0.0003105895,0.0004476793,0.0004164187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025849,"about_ca_system_score_gemma":0.0004042889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074358,"about_ca_topic_score_gemma":0.004130883,"domain_scores_codex":[0.9996833,0.00003635004,0.000009939387,0.00003940075,0.0001741555,0.00005694979],"domain_scores_gemma":[0.9996966,0.0001521051,0.00005681158,0.00001977634,0.00006494467,0.000009687436],"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":[0.0009482195,0.00005966113,0.002241194,0.0001153917,0.00001433731,0.000236721,0.0002701874,0.007751903,0.9717634,0.004865619,0.0002640073,0.0114694],"study_design_scores_gemma":[0.00001937843,0.0001630858,0.01372432,0.00001245105,0.00002319492,0.00009609104,0.0002054236,0.02088063,0.962557,0.0004483249,0.001849335,0.00002083256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875432,0.001553676,0.002945012,0.0001036288,0.00001295208,0.000008958911,0.0001116328,0.00004667395,0.007674302],"genre_scores_gemma":[0.9984373,0.0002281299,0.0002310135,0.000004125013,0.00000533392,0.000003082609,0.00003820153,0.00001856013,0.001034202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074358,"threshold_uncertainty_score":0.008841395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142595643378539,"score_gpt":0.2145939578764665,"score_spread":0.2031680014426811,"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."}}