{"id":"W4361005478","doi":"10.3390/pr11040996","title":"The Influence of Tool Geometry Parameters on Thermo-Mechanical Loads and Residual Stresses Induced by Orthogonal Cutting of AA6061-T6: A Numerical Investigation","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Rake angle; Machining; Residual stress; Enhanced Data Rates for GSM Evolution; Materials science; RADIUS; Residual; Rake; Structural engineering; Cutting tool; Surface integrity; Mechanical engineering; Geometry; Composite material; Engineering; Computer science; Metallurgy; Mathematics","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":[0.0001607941,0.000132279,0.0001645322,0.00007695378,0.00009065441,0.00002914449,0.0001346191,0.00007003024,0.000001470946],"category_scores_gemma":[0.001274193,0.0001025213,0.00001593151,0.0007813382,0.00007227105,0.0001902589,0.00004303836,0.0001482824,0.000001399386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001010156,"about_ca_system_score_gemma":0.00004964297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006831919,"about_ca_topic_score_gemma":0.000002293835,"domain_scores_codex":[0.9990953,0.00001958456,0.0003023575,0.0001701501,0.0002322122,0.0001804596],"domain_scores_gemma":[0.9989584,0.00063548,0.0001267039,0.0001134938,0.0001262419,0.00003969208],"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":[0.0001125014,0.00003484043,0.005205614,0.00300119,0.00008234635,0.00000160556,0.001108668,0.9275185,0.03525858,0.0007047357,0.0001282004,0.02684319],"study_design_scores_gemma":[0.001468741,0.001065537,0.02607842,0.00166114,0.0001347992,0.00001099114,0.001773723,0.1390068,0.8144961,0.01270437,0.0004303103,0.001169029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967576,0.000495022,0.002345238,0.0000787065,0.00003303431,0.0001083876,0.00001820769,0.0001393424,0.00002446275],"genre_scores_gemma":[0.9980235,0.0008792011,0.0009795891,0.00002485815,0.00001505608,0.00002596194,0.0000216454,0.0000242919,0.000005937923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7885117,"threshold_uncertainty_score":0.4180697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210250687226709,"score_gpt":0.2377780458836126,"score_spread":0.2256755390113456,"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."}}