{"id":"W2567095457","doi":"10.1007/s00170-016-9776-9","title":"On modeling the deformations and tool-workpiece interactions during machining metal matrix composites","year":2016,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Institute of Population and Public Health; King Saud University","keywords":"Machining; Finite element method; Mechanical engineering; Transient (computer programming); Process (computing); Materials science; Deformation (meteorology); Matrix (chemical analysis); Structural engineering; Computer science; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004522587,0.0007339813,0.0007960363,0.0004303304,0.0007119696,0.001014512,0.001153629,0.002276413,0.002404444],"category_scores_gemma":[0.001227701,0.0007168842,0.0007593836,0.0005077302,0.000977762,0.0007306646,0.0006514113,0.0008180638,0.0003212016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038949,"about_ca_system_score_gemma":0.001000604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755236,"about_ca_topic_score_gemma":0.01507095,"domain_scores_codex":[0.9998119,0.00004447512,0.00000829574,0.00003507568,0.00005817879,0.0000420256],"domain_scores_gemma":[0.9994982,0.0003380549,0.00005779545,0.00003401954,0.00004331549,0.00002852911],"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":[0.00002727058,0.00002943691,0.0002909609,0.0000304214,0.000006968155,0.00005273308,0.00004701664,0.9918327,0.003554269,0.001062649,0.00007421359,0.002991263],"study_design_scores_gemma":[0.000002482536,0.00001076448,0.0001445356,0.000001995592,0.000002003326,0.00000688542,0.000009958093,0.9989642,0.0005196308,0.0001909893,0.0001432075,0.00000339131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5755615,0.001378108,0.386336,0.0005479947,0.0001920149,0.0001933496,0.0002468062,0.0004303539,0.03511389],"genre_scores_gemma":[0.971283,0.0004270055,0.02125186,0.00004646588,0.00003255991,0.00007183721,0.00008546546,0.0001599404,0.006641857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755236,"threshold_uncertainty_score":0.03490043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005361141910256787,"score_gpt":0.2425842650429698,"score_spread":0.237223123132713,"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."}}