{"id":"W4318481062","doi":"10.3390/coatings13020287","title":"Features of the Oxidation of Multilayer (TiAlCrSiY)N/(TiAlCr)N Nanolaminated PVD Coating during Temperature Annealing","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Coating; Annealing (glass); Oxide; Chemical engineering; Diffusion barrier; Composite material; Nitride; Layer (electronics); Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802203,0.000156352,0.0002303098,0.0001054767,0.0001188846,0.00001890622,0.0002389488,0.000133674,0.0000200835],"category_scores_gemma":[0.0003106695,0.0001222411,0.0001043496,0.0007168258,0.00002928666,0.0001005969,0.000105926,0.000235881,0.000007081776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002140267,"about_ca_system_score_gemma":0.00001313472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002728559,"about_ca_topic_score_gemma":0.000007948518,"domain_scores_codex":[0.9989661,0.00003815811,0.0003594758,0.0001521465,0.0002615231,0.0002226224],"domain_scores_gemma":[0.9993972,0.00005259173,0.0001514511,0.0002508708,0.00011594,0.00003190376],"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":[0.000005358953,0.000005585657,0.0001549534,0.0003419634,0.00001922053,0.00000132585,0.001284106,0.001774438,0.9951723,0.0002318702,0.0003776497,0.0006312479],"study_design_scores_gemma":[0.0002495724,0.00001188886,0.006364231,0.0002537391,0.00001902577,0.000003936784,0.0003436555,0.007580282,0.9848866,0.0000838932,0.00008134086,0.0001217842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977707,0.0001282547,0.00004881217,0.00003277227,0.0009701144,0.0001874832,0.00001759155,0.0002484675,0.0005958051],"genre_scores_gemma":[0.998784,0.00002343976,0.0003386984,0.00001244627,0.00007322604,0.000009388023,0.00002035524,0.00003802006,0.0007003915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028563,"threshold_uncertainty_score":0.4984848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007702486209998831,"score_gpt":0.2000280864071696,"score_spread":0.1923256001971707,"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."}}