{"id":"W6958073050","doi":"10.60692/n00rg-rbe20","title":"Cutting force prediction for ball-end mills with non-horizontal and rotational cutting motions","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Machining; Cutting tool; Process (computing); Chip; Work (physics); Rotational speed; Finite element method; Chip formation","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":[0.0004025326,0.0004726654,0.0004651288,0.0002917589,0.0002616704,0.0004766063,0.0006966903,0.001016298,0.0007654319],"category_scores_gemma":[0.0006665225,0.0003438701,0.0005139239,0.0001861409,0.0003275337,0.0004294098,0.0003412951,0.0005702029,0.0002043157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843143,"about_ca_system_score_gemma":0.0004639514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004838105,"about_ca_topic_score_gemma":0.004287752,"domain_scores_codex":[0.9998436,0.00002355248,0.000007404637,0.00003047295,0.00007557037,0.00001940097],"domain_scores_gemma":[0.9996941,0.0001630419,0.00005758547,0.00002814162,0.00004529463,0.00001192062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003847507,0.00004162715,0.001572521,0.00002806696,0.000005912854,0.0000619264,0.00003091226,0.973693,0.01138363,0.0006773705,0.0000842689,0.01238239],"study_design_scores_gemma":[0.000001712164,0.00001418872,0.0003401476,9.18589e-7,6.980729e-7,0.000006504773,0.000002804293,0.9987513,0.0007443754,0.00009358073,0.0000419893,0.000001809969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3026701,0.000194543,0.693855,0.00005389491,0.00001477567,0.00006038972,0.00007129356,0.0002355804,0.002844373],"genre_scores_gemma":[0.9709387,0.00008729655,0.02746582,0.000008467783,0.000003169691,0.00003505777,0.00006735482,0.00001756151,0.001376681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004838105,"threshold_uncertainty_score":0.009619892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062405071800531,"score_gpt":0.1893004826867082,"score_spread":0.1786764319687029,"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."}}