{"id":"W4221073609","doi":"10.1088/2752-5724/ac5e0c","title":"Properties and processing technologies of high-entropy alloys","year":2022,"lang":"en","type":"article","venue":"Materials Futures","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Basic and Applied Basic Research Foundation of Guangdong Province","keywords":"High entropy alloys; Salient; Materials science; Fabrication; Ductility (Earth science); Nanotechnology; Computer science; Metallurgy; Microstructure; Artificial intelligence","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":[0.0003124507,0.0003119124,0.0001881816,0.0006677344,0.0002732531,0.0007730062,0.0003833367,0.0004366048,0.001400352],"category_scores_gemma":[0.0002446735,0.0002244326,0.0002272773,0.0003498838,0.0002520398,0.0009673665,0.0003554032,0.0004422828,0.0006918375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005009099,"about_ca_system_score_gemma":0.0002970627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003485267,"about_ca_topic_score_gemma":0.0005497361,"domain_scores_codex":[0.9998149,0.00001642032,0.0000124108,0.00003088633,0.0001045257,0.00002086663],"domain_scores_gemma":[0.9999003,0.00001415186,0.00002680733,0.000009324268,0.00003902896,0.00001038625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001193595,0.00005987538,0.001603045,0.001219134,0.00002635714,0.00028519,0.0001830629,0.00257055,0.9272904,0.02812245,0.001726917,0.03679375],"study_design_scores_gemma":[0.00002063811,0.0004201256,0.003797396,0.0001356328,0.00004184628,0.0008474866,0.0001387943,0.01233681,0.8909202,0.005160653,0.08615088,0.00002955568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6790916,0.1342834,0.06198327,0.002110022,0.001007522,0.0001602919,0.0008635001,0.0004567094,0.1200436],"genre_scores_gemma":[0.9611871,0.01348233,0.01603566,0.0001507833,0.0001623994,0.000047134,0.0003314506,0.00007201182,0.008531162],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001400352,"threshold_uncertainty_score":0.004684627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015295435773766,"score_gpt":0.1819512716688064,"score_spread":0.1717983173110687,"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."}}