{"id":"W2035811009","doi":"10.1007/s10853-011-5548-y","title":"Corrosion behavior of surface-modified titanium in a simulated body fluid","year":2011,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Research and Innovation Foundation","keywords":"Passivation; Materials science; Corrosion; Biocompatibility; Simulated body fluid; Surface roughness; Titanium; Surface finish; Open-circuit voltage; Surface modification; Electrochemistry; Metallurgy; Tribocorrosion; Composite material; Chemical engineering; Electrode; Scanning electron microscope; Layer (electronics); Voltage; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427361,0.0004532771,0.0004471982,0.0002388574,0.0003090252,0.0004682475,0.0005896006,0.0008052296,0.001791344],"category_scores_gemma":[0.000950562,0.000234974,0.0004887503,0.0002399388,0.0004186492,0.0003400152,0.0001759016,0.0003853776,0.0003535818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591815,"about_ca_system_score_gemma":0.0004340147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641458,"about_ca_topic_score_gemma":0.004588718,"domain_scores_codex":[0.9995091,0.00007582675,0.00002484423,0.00007886929,0.0001888587,0.0001224131],"domain_scores_gemma":[0.9995214,0.0001331307,0.00006300043,0.00003257745,0.0002137628,0.00003615171],"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":[0.001439484,0.00005873477,0.001208603,0.00009510882,0.00003293591,0.0001981554,0.0001559286,0.001254553,0.9930583,0.0001080081,0.0001862691,0.002203933],"study_design_scores_gemma":[0.00003119951,0.001062083,0.005201136,0.000008753269,0.00004667482,0.0001650643,0.0001638952,0.01383955,0.9783142,0.00003862131,0.001099551,0.00002922315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974178,0.0004030462,0.0009733262,0.00006985458,0.00004163625,0.000007948023,0.000184859,0.00003390327,0.0008675985],"genre_scores_gemma":[0.9967071,0.0001804899,0.0009267217,0.0000282567,0.00001127684,0.000005104329,0.0002676994,0.00002075877,0.001852497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007641458,"threshold_uncertainty_score":0.015194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279197029605064,"score_gpt":0.2426138358555272,"score_spread":0.2198218655594766,"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."}}