{"id":"W4412174388","doi":"10.1007/s44210-025-00061-7","title":"Effect of Elemental Concentration on Microstructure, Mechanical, and Tribological Properties of (AlNbSiTiZr)N Thin Films","year":2025,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Microstructure; Tribology; Materials science; Thin film; Metallurgy; Composite material; Nanotechnology","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":[0.000313253,0.0001828244,0.0004670232,0.00003825107,0.00003121457,0.00002713905,0.0001102386,0.0001232478,0.0002997461],"category_scores_gemma":[0.00005542959,0.0001270629,0.00004685907,0.00006183913,0.00004735498,0.00005282595,0.00005105875,0.0000662728,0.000004697361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771117,"about_ca_system_score_gemma":0.000008028042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001781417,"about_ca_topic_score_gemma":5.191667e-7,"domain_scores_codex":[0.998939,0.0001533687,0.0004277641,0.0001673282,0.0001395251,0.0001730613],"domain_scores_gemma":[0.999676,0.0000393889,0.00008054268,0.0001476199,0.00002406912,0.0000323211],"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":[0.0003658005,0.00002061649,0.000008330687,0.0004823683,0.00007007941,0.000001728564,0.00003006112,0.00003336061,0.9579722,0.04062599,0.0002625292,0.00012689],"study_design_scores_gemma":[0.0008847243,0.00045789,0.0001284098,0.0001383896,0.00005983374,0.000002173921,0.000009706428,0.0003791543,0.9967653,0.0009459198,0.0001278499,0.0001006406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976187,0.0001894268,0.0001238835,0.00001873265,0.001408186,0.0004181239,0.0000974758,0.00006939652,0.00005607853],"genre_scores_gemma":[0.99934,0.0001428021,0.0003192502,0.00003856089,0.00002974084,0.00002282984,0.00004471733,0.00001247344,0.00004960395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03968007,"threshold_uncertainty_score":0.5181473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006183917750463962,"score_gpt":0.2090015145281019,"score_spread":0.2028175967776379,"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."}}