{"id":"W4388702237","doi":"10.3390/coatings13111946","title":"Electrophoretic Deposition of ZnO-Containing Bioactive Glass Coatings on AISI 316L Stainless Steel for Biomedical Applications","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Electrophoretic deposition; Materials science; Coating; Microstructure; Substrate (aquarium); Metallurgy; Zinc; Surface roughness; Corrosion; Bioactive glass; Deposition (geology); Nanoparticle; Electrophoresis; Composite material; Chemical engineering; Nanotechnology; Chromatography; Chemistry","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":[0.000283429,0.0002018286,0.000307928,0.0002257382,0.00008563486,0.00003525201,0.0001691703,0.0001296887,0.00001420485],"category_scores_gemma":[0.0001224702,0.0002217798,0.00006552824,0.0004978569,0.00006593893,0.00006988627,0.00003282377,0.0001404191,0.00003961555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322977,"about_ca_system_score_gemma":0.00002537612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002001889,"about_ca_topic_score_gemma":0.000001883191,"domain_scores_codex":[0.9987368,0.00001962957,0.000397107,0.0002416426,0.0002174155,0.0003874073],"domain_scores_gemma":[0.9991521,0.0003455689,0.0001015103,0.0002259752,0.00008912381,0.00008576992],"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":[0.00003532869,0.0000250556,0.00001999768,0.0004059611,0.00003328134,0.000002426768,0.0007175354,0.003920244,0.9873649,0.003199325,0.0006324861,0.003643427],"study_design_scores_gemma":[0.001272428,0.0007451524,0.0006130525,0.0003217342,0.00007143329,0.000009569009,0.0006129401,0.1095269,0.8815733,0.001321062,0.003324173,0.00060822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040901,0.00006147142,0.2930831,0.0001113703,0.0002626299,0.0009491754,0.00008895395,0.001041858,0.0003113307],"genre_scores_gemma":[0.9947571,0.00001375386,0.004070432,0.0000182738,0.0001543676,0.0006978511,0.000144384,0.00008964197,0.00005420841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290667,"threshold_uncertainty_score":0.9043918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070373322459049,"score_gpt":0.2423189459934725,"score_spread":0.231615212768882,"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."}}