{"id":"W3045470427","doi":"10.1116/6.0000278","title":"Plasma-immersion ion implantation surface oxidation on a cobalt-chromium alloy for biomedical applications","year":2020,"lang":"en","type":"article","venue":"Biointerphases","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Plasma-immersion ion implantation; Cobalt; Chromium; Ion implantation; Alloy; Immersion (mathematics); Metallurgy; Chemistry; Plasma; Materials science; Chemical engineering; Ion; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006685923,0.0001304063,0.0001333277,0.00004185944,0.00005779071,0.00002652716,0.0001082079,0.00007442661,0.00007490549],"category_scores_gemma":[0.00002630083,0.0001218341,0.00007030692,0.0001387124,0.00001499369,0.00007919443,0.00001624835,0.00006731007,0.0002280785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003558198,"about_ca_system_score_gemma":0.00001188829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004111216,"about_ca_topic_score_gemma":0.000001532883,"domain_scores_codex":[0.9992972,0.00001351353,0.0002056762,0.0001953818,0.0001355577,0.0001526887],"domain_scores_gemma":[0.9996521,0.00005606648,0.0000388525,0.0001044667,0.00002771386,0.0001208309],"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":[0.0001284812,0.00007623651,0.000004324194,0.0001413463,0.00004023204,0.000001635746,0.0001250207,0.0004194329,0.9662474,0.002274597,0.02274183,0.007799411],"study_design_scores_gemma":[0.001295815,0.0006065589,0.00001306617,0.00006839221,0.00005283278,0.00001106106,0.0001722354,0.3081692,0.5400527,0.00018769,0.1490765,0.0002939187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5360812,0.0001203475,0.4591973,0.0008079051,0.001259282,0.000979795,0.0003602262,0.0005537391,0.0006401769],"genre_scores_gemma":[0.994641,0.00005409388,0.004024418,0.0002507148,0.0002150281,0.00006168518,0.0006561883,0.0000274726,0.00006938068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4585598,"threshold_uncertainty_score":0.4968252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499225858789694,"score_gpt":0.246669240055305,"score_spread":0.221676981467408,"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."}}