{"id":"W3025744123","doi":"10.1149/09707.0523ecst","title":"Electropolishing of Inside Surfaces of Stainless Steel Tubing","year":2020,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Concordia University","funders":"","keywords":"Electropolishing; Materials science; Surface roughness; Surface finish; Electrode; Brightness; Eccentricity (behavior); Tube (container); Metallurgy; Composite material; Optics; Chemistry; Physics","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":[0.0002477203,0.000372898,0.0003905424,0.0002204314,0.0002074305,0.0004574369,0.0003074477,0.0004500699,0.000704645],"category_scores_gemma":[0.0008837559,0.0002177222,0.0003363056,0.0001835644,0.0003527885,0.0004357738,0.0003186159,0.0004458249,0.0002740742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777023,"about_ca_system_score_gemma":0.0001209927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668802,"about_ca_topic_score_gemma":0.0003184106,"domain_scores_codex":[0.9997155,0.00003207611,0.00001488687,0.00007136866,0.0001251637,0.00004105242],"domain_scores_gemma":[0.9995731,0.0001019253,0.0001291878,0.00008244192,0.00009128021,0.00002218295],"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":[0.00003815254,0.000007056407,0.0002528401,0.00007992012,0.000005663465,0.0001026361,0.00005830688,0.0001626185,0.9947265,0.00007266657,0.00003601969,0.004457552],"study_design_scores_gemma":[0.00000169005,0.0001320949,0.00189503,0.000007699854,0.000009157749,0.0001356514,0.00003058423,0.0006403021,0.995902,0.0000191744,0.001222665,0.000004092596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844673,0.001409904,0.01249248,0.00005195307,0.00006735684,0.00002891522,0.00005096187,0.0001981414,0.00123312],"genre_scores_gemma":[0.9847069,0.0007202101,0.01200894,0.00004182621,0.00001884098,0.00002031437,0.0001006672,0.000097983,0.002284281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000704645,"threshold_uncertainty_score":0.002357304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162830315082702,"score_gpt":0.2204469000844208,"score_spread":0.2088185969335938,"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."}}