{"id":"W4400082299","doi":"10.1007/s00170-024-14045-1","title":"Wear and micromechanical performance of novel mono/bi-layered PVD-coated WC tools in high-speed turning of Ti-5Al-5V-5Mo-3Cr alloy","year":2024,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced materials and composites","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Alloy; Metallurgy; Composite material; Titanium alloy; High-speed steel","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":[0.0001562276,0.0001948317,0.0002444786,0.0002870248,0.0002040768,0.0002797094,0.0003743393,0.0003357295,0.001215424],"category_scores_gemma":[0.0003733652,0.0002180894,0.0002054617,0.0001586569,0.0002295951,0.0001991358,0.0001716486,0.0001905417,0.0001481731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645767,"about_ca_system_score_gemma":0.0001151066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067876,"about_ca_topic_score_gemma":0.002766054,"domain_scores_codex":[0.9998029,0.00001115477,0.00001358669,0.00003628117,0.00008895194,0.00004714939],"domain_scores_gemma":[0.9996682,0.00007940157,0.00006750649,0.00004441893,0.0000986852,0.0000418781],"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":[0.0003528472,0.00002162331,0.00123643,0.00004685646,0.000009489294,0.0001245809,0.00008439981,0.0003996813,0.9946305,0.00003219667,0.00006353073,0.002997837],"study_design_scores_gemma":[0.00001451225,0.0006514448,0.03047025,0.000006852591,0.00002662037,0.0001668128,0.000174651,0.007967276,0.9599375,0.00001900931,0.0005454879,0.00001945444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993898,0.0001074397,0.0002620878,0.000005235743,0.0000107972,0.000001522543,0.00002398224,0.0000164353,0.0001826372],"genre_scores_gemma":[0.9994437,0.00002405828,0.0001859623,0.000002112896,0.000001473518,0.00000114826,0.00002119759,0.000003270383,0.0003170257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215424,"threshold_uncertainty_score":0.00406599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739406357639686,"score_gpt":0.2319143711834367,"score_spread":0.222174964825797,"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."}}