{"id":"W2094955184","doi":"10.1007/s001700200036","title":"Automated Polishing of Die Steel Surfaces","year":2002,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polishing; Die (integrated circuit); Industrial and production engineering; Materials science; Metallurgy; Engineering drawing; Engineering; Mechanical engineering; Manufacturing engineering","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":[0.0002958883,0.0004645692,0.00064558,0.0006548951,0.0004855787,0.0005832104,0.0006040325,0.0004476599,0.003113219],"category_scores_gemma":[0.000843205,0.0004752229,0.0003510657,0.0004173577,0.0002776514,0.0005088237,0.0007664089,0.0006238801,0.000987416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621328,"about_ca_system_score_gemma":0.0004479841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007442799,"about_ca_topic_score_gemma":0.001955767,"domain_scores_codex":[0.9993641,0.00004554081,0.00002854866,0.00009492263,0.0004073951,0.00005941783],"domain_scores_gemma":[0.9992527,0.0002165495,0.00007312619,0.0002393083,0.0001971645,0.00002108388],"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":[0.000286609,0.00004722664,0.0008642367,0.0002163873,0.00003363716,0.0001220665,0.0001523601,0.00457394,0.7833639,0.0008845725,0.001190947,0.2082641],"study_design_scores_gemma":[0.00005341015,0.000377867,0.007479908,0.00001442734,0.00003396222,0.0004224496,0.00009061222,0.03734143,0.9361072,0.001110945,0.01693734,0.00003048854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6098747,0.001294314,0.375489,0.0001554055,0.0001833611,0.0001663319,0.0003362622,0.004157624,0.008342925],"genre_scores_gemma":[0.8361987,0.000487911,0.1538907,0.00005677612,0.00003567056,0.00006720852,0.0005564576,0.0003435691,0.008362971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003113219,"threshold_uncertainty_score":0.01041472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123975781133619,"score_gpt":0.2482102539502505,"score_spread":0.2369704961389143,"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."}}