{"id":"W4408995872","doi":"10.3390/ma18071569","title":"Effect of Microstructure on Oxidation Resistance and TGO Formation in FeCoNiCrAl HEA Coatings Deposited by Low-Temperature HVAF Spraying","year":2025,"lang":"en","type":"article","venue":"Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Concordia University","funders":"Concordia University","keywords":"Microstructure; Materials science; Coating; Porosity; Layer (electronics); Isothermal process; Thermal spraying; Composite material; Phase (matter); Alloy; Metallurgy; Thermodynamics; Chemistry","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":[0.0002704504,0.0001940619,0.0003142193,0.0001364058,0.00005762879,0.0001216589,0.0000799776,0.0002024193,0.00001073091],"category_scores_gemma":[0.00007392606,0.0001809212,0.00002008897,0.0002077631,0.00002106841,0.000172766,0.00001963932,0.0001375373,0.000001928779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031818,"about_ca_system_score_gemma":0.000006427342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767705,"about_ca_topic_score_gemma":0.00003866023,"domain_scores_codex":[0.9990542,0.0001291225,0.0003773673,0.00017156,0.00009356097,0.0001742093],"domain_scores_gemma":[0.9996296,0.00009197906,0.00007229791,0.0001587554,0.00002751634,0.00001986026],"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":[0.00008428055,0.000005009072,0.0004839815,0.0009091693,0.00000509461,0.000002348505,0.0002659867,0.0001085098,0.9971126,0.00002906687,0.0009619813,0.00003198208],"study_design_scores_gemma":[0.0006536463,0.00004563606,0.004426292,0.0007451593,0.00001486595,0.000002117484,0.00001066025,0.000007745745,0.9938887,0.000004580219,0.00006877337,0.0001318153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988001,0.0001299423,0.0000210471,0.00004139499,0.0003927456,0.0004123557,0.00007021404,0.0001007984,0.0000314031],"genre_scores_gemma":[0.9994755,0.00001276968,0.0001599614,0.0000394436,0.00002133666,0.0000328786,0.0001813458,0.00002298108,0.00005374902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00394231,"threshold_uncertainty_score":0.7377753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00179180618299861,"score_gpt":0.2093927418168915,"score_spread":0.2076009356338929,"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."}}