{"id":"W2055965174","doi":"10.4271/2013-01-2198","title":"Wear Dependent Tool Reliability Analysis during Cutting Titanium Metal Matrix Composites (Ti-MMCs)","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Materials science; Composite material; Reliability (semiconductor); Titanium; Matrix (chemical analysis); Metal; Titanium alloy; Metal matrix composite; Metallurgy; Composite number; Alloy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003306161,0.0002332264,0.0003988934,0.0003402363,0.00006887476,0.0002653378,0.0006772157,0.0000795055,0.0006152976],"category_scores_gemma":[0.0001027872,0.0002068671,0.0003852635,0.000238968,0.00005384143,0.0008735953,0.0001559043,0.0004016651,0.0002087301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327966,"about_ca_system_score_gemma":0.00002814448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008276913,"about_ca_topic_score_gemma":0.00001755371,"domain_scores_codex":[0.9979292,0.0000563589,0.0007274476,0.0001835894,0.0008278694,0.0002754895],"domain_scores_gemma":[0.9985785,0.0001111152,0.0002692749,0.0002334871,0.0006919543,0.0001156514],"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":[0.00006382365,0.00009045787,0.049142,0.00004131328,0.003418096,0.00007044268,0.0005460801,0.3085189,0.6373594,0.00008409603,0.0004090558,0.0002562876],"study_design_scores_gemma":[0.002479757,0.0002510346,0.3782218,0.0003106188,0.001245893,0.0008072342,0.001172349,0.1033079,0.5095581,0.0004286696,0.0009981937,0.001218468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931531,0.0005939449,0.004072978,0.0005017357,0.0008905519,0.0001197899,0.000008378417,0.00009582176,0.0005637309],"genre_scores_gemma":[0.9855372,0.00009836761,0.01354033,0.00002578057,0.0003331797,0.000005890809,0.000004782562,0.00003669805,0.0004177916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290798,"threshold_uncertainty_score":0.8435795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004031204188500676,"score_gpt":0.2128672903189252,"score_spread":0.2088360861304246,"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."}}