{"id":"W2088499928","doi":"10.1007/s10856-011-4513-2","title":"An experimental study of electrochemical polishing for micro-electro-discharge-machined stainless-steel stents","year":2011,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Medicine","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Polishing; Materials science; Metallurgy; Electrochemistry; Electrical discharge machining; Composite material; Electrode; Machining; 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":[0.0005995199,0.0003805261,0.0005414418,0.0003054369,0.0005072852,0.0004088279,0.0006761441,0.0007061293,0.002028405],"category_scores_gemma":[0.00109401,0.0004016185,0.0004451168,0.0002713714,0.0006349277,0.0005566378,0.0003335919,0.0003564361,0.0002630554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078763,"about_ca_system_score_gemma":0.000333493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005789343,"about_ca_topic_score_gemma":0.0008915735,"domain_scores_codex":[0.9995103,0.00006156082,0.00004320557,0.0001193098,0.0001847659,0.00008083726],"domain_scores_gemma":[0.9991832,0.0003121782,0.0001230334,0.0001609506,0.0001730323,0.00004750042],"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":[0.0006791735,0.0002699344,0.000771009,0.0001353018,0.00001874547,0.000141641,0.0001169985,0.0006173636,0.9918201,0.0001511898,0.00007118817,0.005207307],"study_design_scores_gemma":[0.00008691367,0.003258469,0.007923397,0.000009636724,0.00006273328,0.00031822,0.0001557265,0.006425981,0.980206,0.00008615641,0.001442135,0.00002452102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946601,0.0004674151,0.004162496,0.00002420375,0.00003553743,0.0000524684,0.00006847531,0.00002583003,0.0005034083],"genre_scores_gemma":[0.9957905,0.0002075413,0.003296908,0.0000114039,0.00001328982,0.00002101864,0.00005355712,0.000008444229,0.0005971763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002028405,"threshold_uncertainty_score":0.006785691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347457889568132,"score_gpt":0.3176828057389546,"score_spread":0.2942082268432732,"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."}}