{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002163482,0.0001849449,0.0003043371,0.0004660792,0.00004282054,0.00003363267,0.001578316,0.0001267064,0.00003735382],"category_scores_gemma":[0.0001642919,0.0001446399,0.00009834147,0.000118855,0.0001556668,0.0005089026,0.0001789478,0.0005498507,0.000005755354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176192,"about_ca_system_score_gemma":0.000008862562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008668463,"about_ca_topic_score_gemma":0.00001033935,"domain_scores_codex":[0.9986208,0.00001818279,0.0005998176,0.0001084219,0.0004023494,0.0002504042],"domain_scores_gemma":[0.9988933,0.0001637563,0.0004000555,0.0002956157,0.0002086682,0.00003867149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006440033,0.00008967918,0.0002529751,0.00004858352,0.0005564952,0.0001390407,0.0007713387,0.610658,0.3100401,0.00184286,0.003996714,0.07153984],"study_design_scores_gemma":[0.000406363,0.00006971231,0.0003648073,0.0001566201,0.00001765959,0.0002112939,0.0002529911,0.009669047,0.9672894,0.01278981,0.008605694,0.0001665668],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903578,0.001730385,0.002824167,0.001778968,0.001169461,0.00009526988,0.00001244398,0.001279855,0.000751628],"genre_scores_gemma":[0.9728501,0.001446955,0.02549023,0.00004023557,0.00007058983,0.000003329243,7.78121e-7,0.0000382597,0.00005953666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572494,"threshold_uncertainty_score":0.5898242,"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."}}