{"id":"W1545782418","doi":"10.1149/ma2013-01/13/644","title":"Electropolishing of 316L Stainless Steel for Biomedical Applications: The Influence of Potential","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Electropolishing; Materials science; Metallurgy; Chemistry; Electrode","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":[0.0004044574,0.0003399054,0.0002761503,0.0001972221,0.0002141747,0.0003633518,0.0003836987,0.0004899522,0.002028891],"category_scores_gemma":[0.0009562175,0.0002394826,0.000229135,0.0002330287,0.0002311269,0.0003803007,0.000216681,0.0003196903,0.0006559723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829662,"about_ca_system_score_gemma":0.0002442505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895216,"about_ca_topic_score_gemma":0.001017775,"domain_scores_codex":[0.9997316,0.00004071694,0.00001886227,0.00004194062,0.0001282744,0.00003862433],"domain_scores_gemma":[0.9997036,0.0001109872,0.00005341187,0.00003462178,0.00007831988,0.00001905661],"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":[0.0001083592,0.000008577712,0.00007618403,0.0001244472,0.000003868849,0.00006310375,0.00002698468,0.00007130218,0.9952918,0.0000898691,0.0001429125,0.003992577],"study_design_scores_gemma":[0.000006445581,0.0001360289,0.0007329447,0.000008019421,0.000005496524,0.00009601438,0.00001594934,0.0003325298,0.9967003,0.00003698646,0.001925244,0.000003948545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958627,0.01410591,0.01450527,0.0006454609,0.0003736287,0.0001187665,0.0004620066,0.0002912161,0.01087072],"genre_scores_gemma":[0.9840081,0.002737254,0.007789231,0.0001014216,0.00003666051,0.00002738212,0.0002693846,0.00006479373,0.004965743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002028891,"threshold_uncertainty_score":0.0067873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004291867658272881,"score_gpt":0.2124806575539258,"score_spread":0.2081887898956529,"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."}}