{"id":"W4289259856","doi":"10.1016/j.scriptamat.2022.114939","title":"Directionally solidified high-entropy (Y0.2Gd0.2Ho0.2Er0.2Yb0.2)3Al5O12/Al2O3 eutectic with outstanding crystallographic texture formation capability","year":2022,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Liaoning Revitalization Talents Program; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Materials science; Eutectic system; Microstructure; Texture (cosmology); Ceramic; High entropy alloys; Crystallography; Metallurgy; Artificial intelligence; Computer science; Chemistry","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":[0.00005422552,0.000148158,0.0001133108,0.0001754666,0.000113589,0.0002385224,0.0001384751,0.0001506316,0.001469993],"category_scores_gemma":[0.00007146888,0.00009950005,0.00007293442,0.0001431934,0.0001284945,0.0001222182,0.0001912421,0.0001515258,0.0003273308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841508,"about_ca_system_score_gemma":0.0001404691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004598077,"about_ca_topic_score_gemma":0.001627818,"domain_scores_codex":[0.9999425,0.00000355849,0.000003842661,0.00001341091,0.00002521287,0.00001135236],"domain_scores_gemma":[0.9999664,0.000002739464,0.000008523194,0.000004612183,0.000008263343,0.000009477964],"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":[0.00006475383,0.000004286816,0.000127853,0.00002575305,0.00000183408,0.00003887,0.000009960057,0.0000874258,0.998439,0.0001965444,0.00008904171,0.000914675],"study_design_scores_gemma":[0.00001146557,0.00004331891,0.001323676,0.000002164758,0.000004418148,0.00006152943,0.0000139135,0.0009553637,0.9956136,0.00005367767,0.001913876,0.000003064667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930288,0.000310872,0.00196001,0.00004088336,0.00002932309,0.000009504864,0.0003082672,0.0001489557,0.004163329],"genre_scores_gemma":[0.9959882,0.00008130653,0.001102629,0.000009355071,0.000002992574,0.000004870475,0.0001449759,0.00003254214,0.002633143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469993,"threshold_uncertainty_score":0.004917622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007271116145075631,"score_gpt":0.1740025412817779,"score_spread":0.1667314251367022,"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."}}