{"id":"W4415596101","doi":"10.1016/j.powtec.2025.121837","title":"Role of scandium in mechanical alloying of AlCoCrFeMo high-entropy alloy powders for flame spray coating deposition","year":2025,"lang":"en","type":"article","venue":"Powder Technology","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Armed Forces; Natural Sciences and Engineering Research Council of Canada; Innovation for Defence Excellence and Security","keywords":"Scandium; Alloy; Nucleation; Solubility; Coating; Microstructure; Solid solution; High entropy alloys","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396328,0.0001560871,0.0001434664,0.0001730427,0.0001472232,0.0002701323,0.0001696235,0.0002089719,0.0006583498],"category_scores_gemma":[0.0002047465,0.0001306832,0.0001733311,0.00008965027,0.0001879158,0.0001600477,0.0001933178,0.0001793261,0.0001963586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232954,"about_ca_system_score_gemma":0.000137525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502387,"about_ca_topic_score_gemma":0.003990384,"domain_scores_codex":[0.9998815,0.00001120865,0.000008398997,0.00002173052,0.00005840232,0.00001882909],"domain_scores_gemma":[0.9999323,0.00001472494,0.0000207,0.000006876999,0.00001857771,0.000006711565],"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":[0.00002876356,0.0000037588,0.0003033494,0.00003887099,0.000004179288,0.00003565543,0.00001750705,0.0001108721,0.9978952,0.00006502232,0.00002011689,0.001476648],"study_design_scores_gemma":[0.000003975621,0.00007952911,0.001708617,0.000005946345,0.000006321345,0.00005720488,0.00001833462,0.001400243,0.9957633,0.00001318125,0.0009401631,0.000003193813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948632,0.0005899151,0.002353067,0.0000354889,0.00001428032,0.00001459933,0.00006706628,0.00005016684,0.002012354],"genre_scores_gemma":[0.9969485,0.0002057864,0.002197726,0.00001640695,0.000002399313,0.000004846352,0.00003949403,0.00001682421,0.0005680045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502387,"threshold_uncertainty_score":0.002987325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004193385885112454,"score_gpt":0.2187673443476628,"score_spread":0.2145739584625504,"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."}}