{"id":"W3158234230","doi":"10.22215/etd/2018-13224","title":"Plasma-Sprayed and Sintered Silver-Based Antimicrobial Coatings for Industrial and Biomedical Application","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Coating; Metallurgy; Leaching (pedology); Alloy; Antimicrobial; Plasma; Cobalt; Adhesion; Sintering; 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":[0.000220944,0.0002233687,0.0001681967,0.0002576274,0.0002255019,0.0003778379,0.0001707742,0.00031091,0.003041334],"category_scores_gemma":[0.0002320957,0.000178413,0.0002434217,0.0002586803,0.0001335548,0.0001935982,0.000148705,0.000386725,0.0008061574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103838,"about_ca_system_score_gemma":0.0002623789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420571,"about_ca_topic_score_gemma":0.0006482389,"domain_scores_codex":[0.9998873,0.000007677899,0.000005996542,0.00001682391,0.00006999669,0.00001219871],"domain_scores_gemma":[0.9999146,0.00001645978,0.00001503559,0.000007628753,0.00003799535,0.000008164626],"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":[0.00004159449,0.00004593792,0.0001268814,0.0001836086,0.000004957076,0.00003294703,0.0000417104,0.0001179167,0.9823905,0.0001581681,0.0003206679,0.01653512],"study_design_scores_gemma":[0.00001629516,0.0004164357,0.002630138,0.00004010187,0.00001964968,0.0001508539,0.00007574093,0.0005160147,0.9833599,0.0001311308,0.01263642,0.000007286647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294557,0.02893466,0.01456957,0.0006396629,0.0004834562,0.0002573112,0.0004975043,0.000178587,0.02498359],"genre_scores_gemma":[0.8816107,0.02952762,0.03371794,0.0002822319,0.0001231702,0.0002774959,0.0006421718,0.0001018697,0.05371673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003041334,"threshold_uncertainty_score":0.01017427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216364642458842,"score_gpt":0.2859045836164366,"score_spread":0.2637409371918482,"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."}}