{"id":"W4381853759","doi":"10.1002/adem.202300642","title":"Enhanced Embedding of Cations into Titanium Surfaces by AC Plasma Electrolytic Oxidation for Osteointegrated Implants","year":2023,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plasma electrolytic oxidation; Materials science; Titanium; Zinc; Electrolyte; Surface modification; Rutile; Chemical engineering; Microporous material; Electrochemistry; Titanium dioxide; Cathodic protection; Metallurgy; Electrode; Composite material; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004487,0.0002831781,0.0001322113,0.0001708304,0.00009258097,0.0002524988,0.0001845307,0.0002856936,0.0008701883],"category_scores_gemma":[0.0001964529,0.000164781,0.0001313824,0.0001007203,0.0001523322,0.0002523099,0.0002394523,0.0002341039,0.0002679553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424175,"about_ca_system_score_gemma":0.00009167119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423038,"about_ca_topic_score_gemma":0.0006225886,"domain_scores_codex":[0.9999173,0.000007585463,0.000005319366,0.00001568571,0.00003841958,0.00001565247],"domain_scores_gemma":[0.9999347,0.00001526053,0.00002130275,0.000006916215,0.00001587996,0.000005925102],"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":[0.000009544435,0.000003327256,0.00001746661,0.00002460468,7.269299e-7,0.00000995619,0.000007569165,0.00003142246,0.9986818,0.00002246902,0.0000109774,0.001180168],"study_design_scores_gemma":[0.000005352764,0.00005885303,0.0005724218,0.000003027463,0.000005173116,0.00005765915,0.00001174869,0.0008122505,0.9972001,0.00001439149,0.001255804,0.000003205659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843817,0.001811335,0.01105099,0.00008133498,0.00005137052,0.00004737504,0.00005769632,0.0001616933,0.002356436],"genre_scores_gemma":[0.9865376,0.0007529272,0.01060973,0.00002819862,0.0000127936,0.0000275383,0.00004117519,0.00003498167,0.001955087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008701883,"threshold_uncertainty_score":0.002911091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005351377435507059,"score_gpt":0.2335635899465416,"score_spread":0.2282122125110345,"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."}}