{"id":"W4403441348","doi":"10.1016/j.mfglet.2024.09.054","title":"Mid-spatial frequency reduction via zero-depth of cut rapid-feed passes in face-turning","year":2024,"lang":"en","type":"article","venue":"Manufacturing Letters","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nature Conservancy of Canada","keywords":"Face (sociological concept); Reduction (mathematics); Zero (linguistics); Computer science; Materials science; Mathematics; Geometry; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524063,0.0002852559,0.000238137,0.0003195068,0.0001079197,0.000301222,0.0003956033,0.0002913987,0.0003867099],"category_scores_gemma":[0.0003453948,0.0001700085,0.0001601944,0.00023021,0.0002628689,0.0002359402,0.0002135796,0.0002450683,0.0001297911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553896,"about_ca_system_score_gemma":0.0001212453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004141935,"about_ca_topic_score_gemma":0.0009026995,"domain_scores_codex":[0.9997553,0.00001449972,0.000008884728,0.00004158769,0.0001453339,0.00003432682],"domain_scores_gemma":[0.9997136,0.00008092344,0.0001026309,0.00003629642,0.00005329628,0.00001329367],"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":[0.0001274384,0.00004001078,0.0009566802,0.00009602867,0.00000625433,0.0001673148,0.000109249,0.002436366,0.9623533,0.0003102186,0.0001154889,0.03328158],"study_design_scores_gemma":[0.00001032527,0.0005159019,0.006376693,0.000007291171,0.00001145753,0.0003767443,0.00004997411,0.0179216,0.9728242,0.0001215473,0.001765271,0.00001897194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415683,0.0005802701,0.05598034,0.00003454012,0.00002597593,0.0000226909,0.00003927084,0.0003316464,0.00141707],"genre_scores_gemma":[0.9737648,0.0001083688,0.02551507,0.00001090458,0.000003943055,0.000006484255,0.00002875609,0.00002045108,0.0005412185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004141935,"threshold_uncertainty_score":0.001293719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009820958359762318,"score_gpt":0.2282191628821348,"score_spread":0.2183982045223725,"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."}}