{"id":"W3154849939","doi":"10.1557/s43578-021-00204-7","title":"High-speed nanoindentation mapping of a near-alpha titanium alloy made by additive manufacturing","year":2021,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Nanoindentation; Materials science; Microstructure; Titanium alloy; Elastic modulus; Electron backscatter diffraction; Alloy; Modulus; Annealing (glass); Titanium; Composite material; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001813602,0.0002708321,0.0006457902,0.0002705744,0.0001449712,0.0003539328,0.0004490286,0.0001979718,0.001526781],"category_scores_gemma":[0.0003756521,0.0002415052,0.0001738642,0.0002950314,0.00006944328,0.0004163478,0.0002038246,0.0004858101,0.00009971225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876686,"about_ca_system_score_gemma":0.0001071462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000638969,"about_ca_topic_score_gemma":0.000008871646,"domain_scores_codex":[0.9965333,0.000372591,0.001078983,0.0002486946,0.001226652,0.0005397165],"domain_scores_gemma":[0.9984132,0.0001326644,0.0003127861,0.0002536936,0.0005859155,0.0003017064],"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":[0.00009954476,0.00006174676,0.000004595822,0.00023686,0.0002405518,0.0002103787,0.001351822,0.0009911117,0.9621787,0.0001848987,0.03384216,0.0005976021],"study_design_scores_gemma":[0.0005621992,0.0002344915,0.0003038108,0.000329147,0.00003138468,0.0001422452,0.002154389,0.00005288784,0.9562764,0.0004975884,0.03919498,0.0002204881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994508,0.001520528,0.0005747924,0.0003277156,0.00231421,0.000232306,0.0002598696,0.00003754188,0.000225],"genre_scores_gemma":[0.9942098,0.000430153,0.003126896,0.00007064282,0.0006911213,0.000008294534,0.00007610425,0.00007578285,0.001311196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005902337,"threshold_uncertainty_score":0.999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876884172648694,"score_gpt":0.2712919068741483,"score_spread":0.2525230651476613,"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."}}