{"id":"W14481912","doi":"","title":"Heterogeneity in texture development in single pass equal channel angular extrusion","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"J. D. Irving (Canada)","funders":"National Nuclear Security Administration; U.S. Department of Energy","keywords":"Extrusion; Texture (cosmology); Equal channel angular extrusion; Channel (broadcasting); Materials science; Computer science; Computer vision; Composite material; Telecommunications; Image (mathematics)","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":[0.000229952,0.000173043,0.0004355075,0.0002894392,0.0002479245,0.000522614,0.0003942682,0.0004198186,0.001036178],"category_scores_gemma":[0.0006025396,0.0002260472,0.0002605372,0.0003244065,0.0004619699,0.0003921924,0.0002657353,0.0002184661,0.0001176761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487286,"about_ca_system_score_gemma":0.0002196202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807745,"about_ca_topic_score_gemma":0.002264347,"domain_scores_codex":[0.9998111,0.000009508738,0.000006969066,0.0000417855,0.00006056923,0.00007013842],"domain_scores_gemma":[0.9997284,0.00009906625,0.00006612578,0.00003903859,0.00004095964,0.00002631115],"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":[0.001189678,0.0002373892,0.02833597,0.0001175128,0.00007286593,0.001330105,0.0004724493,0.2181308,0.7323391,0.001003812,0.0003085619,0.01646169],"study_design_scores_gemma":[0.00007172016,0.0009416777,0.0824662,0.0000110001,0.00005503005,0.0004846542,0.0004472851,0.4331234,0.4806779,0.0004157776,0.001240625,0.00006474405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989462,0.00001840148,0.0006961754,0.000004711723,0.000001337973,0.000001922962,0.00001876706,0.00002233897,0.0002900802],"genre_scores_gemma":[0.9994839,0.000009925169,0.000315094,0.000001873272,4.842327e-7,0.000002103684,0.00002345232,0.000005799302,0.000157364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807745,"threshold_uncertainty_score":0.003594458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494129402629104,"score_gpt":0.219594933461341,"score_spread":0.20465363943505,"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."}}