{"id":"W4412024847","doi":"10.35848/1347-4065/adec2b","title":"Sol-gel dip-coating of yttrium oxide films with eco-friendly additives for enhanced plasma-resistant coatings","year":2025,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Yttrium; Environmentally friendly; Sol-gel; Coating; Materials science; Dip-coating; Oxide; Chemical engineering; Plasma; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001205904,0.0005095014,0.0001806779,0.0002201918,0.00009977767,0.0001822289,0.0002220879,0.0002732797,0.0005109273],"category_scores_gemma":[0.0001539138,0.0001996905,0.0002470663,0.0001308837,0.0001206263,0.000119462,0.0001528511,0.0002616869,0.0001710829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619859,"about_ca_system_score_gemma":0.0001073444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006876427,"about_ca_topic_score_gemma":0.001353294,"domain_scores_codex":[0.9999089,0.00001099576,0.000007889283,0.00001814877,0.00003332185,0.00002068464],"domain_scores_gemma":[0.9999087,0.00001704976,0.00003223669,0.000007084313,0.00002024035,0.0000147082],"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":[0.000006366007,0.000001896478,0.000008623974,0.00001275239,0.00000135601,0.000008828864,0.000001911324,0.000008870667,0.9998155,0.000002844547,0.000003705971,0.0001275174],"study_design_scores_gemma":[0.000002316476,0.00004126145,0.0003213413,0.000001728948,0.000006882728,0.00002371227,0.000002951002,0.0002156777,0.9991176,0.000001401281,0.0002639732,0.000001242586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912837,0.002464765,0.004974393,0.0000467909,0.00004984733,0.00003760952,0.00009669048,0.0001109802,0.0009353586],"genre_scores_gemma":[0.9895045,0.001159951,0.007629041,0.00004138114,0.00001136312,0.00002775423,0.0001049795,0.00003614508,0.001485025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006876427,"threshold_uncertainty_score":0.001709223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008008843078601818,"score_gpt":0.2459930104331082,"score_spread":0.2379841673545064,"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."}}