{"id":"W3026216721","doi":"10.1149/ma2019-02/10/825","title":"Enhanced Antibacterial Capability and Corrosion Resistance of Ti6Al4V Implant Coated with ZrO<sub>2</sub>/Organosilica Nanocomposite Sol-Gel Films","year":2019,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Biocompatibility; Corrosion; Nanocomposite; Sol-gel; Chemical engineering; Scanning electron microscope; Fourier transform infrared spectroscopy; Nanoparticle; Thermal stability; Composite material; 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":[0.0001307112,0.0004373765,0.0002292893,0.0002784846,0.00008920869,0.0002669498,0.0002175714,0.0003606518,0.0006627609],"category_scores_gemma":[0.0002106939,0.0002761139,0.0002891702,0.000131716,0.0001370919,0.0001931879,0.0001247025,0.0002515875,0.0001845192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405988,"about_ca_system_score_gemma":0.00007681965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004539456,"about_ca_topic_score_gemma":0.0007171565,"domain_scores_codex":[0.9998919,0.00001214993,0.000008176735,0.00002058801,0.0000373499,0.00002979472],"domain_scores_gemma":[0.9998332,0.00003194007,0.00006895325,0.000009278687,0.00003973702,0.00001682828],"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":[0.00004309316,0.000005325734,0.0000478359,0.00002558408,0.000004068091,0.00001501405,0.000005320592,0.00004541827,0.9993762,0.00000492822,0.000006578549,0.0004206592],"study_design_scores_gemma":[0.000004501384,0.0002714717,0.001494311,0.000003609838,0.00002341421,0.00005085744,0.00001634201,0.0005452969,0.9972717,0.000003715458,0.0003101454,0.000004589107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974535,0.001087549,0.000860384,0.00002316428,0.00002771857,0.000006518364,0.00006341899,0.00005696683,0.0004208157],"genre_scores_gemma":[0.9954097,0.0007090337,0.002464132,0.00002202522,0.000014421,0.00001249673,0.00008662259,0.00002654031,0.001254998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006627609,"threshold_uncertainty_score":0.002217174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004241568001343821,"score_gpt":0.1834067645003757,"score_spread":0.1791651964990319,"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."}}