{"id":"W3119807174","doi":"10.1016/j.matchar.2020.110866","title":"Activated slip and twin systems in electron beam melted Ti-6Al-4V subjected to elevated and high strain rate dynamic deformations","year":2021,"lang":"en","type":"article","venue":"Materials Characterization","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency; Mitacs; New Brunswick Innovation Foundation","keywords":"Materials science; Electron backscatter diffraction; Split-Hopkinson pressure bar; Microstructure; Strain rate; Scanning electron microscope; Composite material; Grain boundary; Dynamic recrystallization; Deformation (meteorology); Lamella (surface anatomy); Slip (aerodynamics); Metallurgy; Hot working","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006199359,0.0003498845,0.000580313,0.0002782653,0.0001898554,0.0008598237,0.0001340691,0.0002311759,0.000389542],"category_scores_gemma":[0.000162393,0.0003472635,0.00001846415,0.0005575785,0.00004990642,0.000826445,0.0001223801,0.00009045878,0.00007586333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944639,"about_ca_system_score_gemma":0.0001221301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003684055,"about_ca_topic_score_gemma":0.00008711709,"domain_scores_codex":[0.9974496,0.0004691084,0.0007744813,0.0005176959,0.0002176042,0.0005715465],"domain_scores_gemma":[0.999,0.00004524348,0.0002765256,0.0002859471,0.0002020805,0.000190205],"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":[0.0001735472,0.00006721454,0.0001324137,0.0001279626,0.000009019079,0.00001431091,0.0006518171,0.00001383858,0.9985752,0.0001311517,0.000005377638,0.00009815649],"study_design_scores_gemma":[0.0007264528,0.00008446812,0.1895357,0.000115043,0.00002724185,0.00003235854,0.00008410776,0.00004752996,0.8089363,0.00001820061,0.0000725795,0.000319958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995777,0.00001048195,0.0003539383,0.0003232266,0.0009952931,0.0008799822,0.001430763,0.0002252315,0.000004124741],"genre_scores_gemma":[0.9949186,0.00004871666,0.0001317389,0.0001151348,0.0000816691,0.0001331483,0.004373016,0.00005288469,0.0001451366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1896389,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899793989708238,"score_gpt":0.2426105939330414,"score_spread":0.233612654035959,"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."}}