{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429039,0.0001937104,0.0004993713,0.0006384383,0.00004608486,0.00000574106,0.0002609761,0.0002798264,0.000008515423],"category_scores_gemma":[0.0001802468,0.0002125189,0.00008350398,0.0005713341,0.0001116309,0.00006365389,0.0001182354,0.0002224916,0.000002312178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256679,"about_ca_system_score_gemma":0.00002340038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000704503,"about_ca_topic_score_gemma":0.000189109,"domain_scores_codex":[0.9986514,0.00002210889,0.0005513285,0.0002479136,0.0001186517,0.0004085386],"domain_scores_gemma":[0.9993845,0.0001425911,0.000097397,0.0002699076,0.00008357057,0.00002201711],"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":[0.00003392234,0.00005103356,0.00252848,0.0001943886,0.0001562793,0.000002142634,0.0001193387,0.001867433,0.9251611,0.06866831,0.0001139804,0.001103598],"study_design_scores_gemma":[0.001201123,0.0001101316,0.0007149492,0.0001973634,0.00006276865,0.000003403338,0.0007434533,0.009876,0.976096,0.01054407,0.000264739,0.0001860072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799517,0.000891535,0.01672056,0.000874977,0.0002619635,0.0005547479,0.00001703025,0.0004243938,0.0003030836],"genre_scores_gemma":[0.9884052,0.00007790732,0.01129253,0.00002269281,0.00001671428,0.0001260089,0.000009477136,0.00003231258,0.0000171136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05812425,"threshold_uncertainty_score":0.8666268,"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."}}