{"id":"W3186815879","doi":"10.1007/s00170-021-07664-5","title":"Study on the micro-EDM processing characteristics of Ti-6Al-4V alloy with different electrode materials","year":2021,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Science and Technology Planning Project of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Materials science; Electrode; Alloy; Machining; Metallurgy; Electrical discharge machining; Groove (engineering); Brass; Tungsten; Copper","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":[0.0001536549,0.0001679116,0.0002733621,0.0001774472,0.00006328668,0.00003951971,0.0006271478,0.00005514907,0.00001992612],"category_scores_gemma":[0.00008205792,0.00009442947,0.00003949551,0.00008467447,0.00007240392,0.00009099035,0.00008845663,0.0003857603,7.269135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008628303,"about_ca_system_score_gemma":0.0000272524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.124646e-7,"about_ca_topic_score_gemma":0.000002089227,"domain_scores_codex":[0.9989809,0.00003021013,0.0004384581,0.0001146599,0.0002819346,0.0001538182],"domain_scores_gemma":[0.9990349,0.00009781007,0.0003732746,0.0002346798,0.000241208,0.00001815895],"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":[0.0003983183,0.0003223584,0.0005060793,0.00003802999,0.0005412548,0.0001793945,0.0005599969,0.04148768,0.922195,0.001314964,0.00007783047,0.03237908],"study_design_scores_gemma":[0.000364747,0.0002292302,0.0014085,0.0001645073,0.00002760103,0.0002018872,0.000436999,0.00005505167,0.9949319,0.001829418,0.000249011,0.0001011873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824151,0.00009989138,0.01565759,0.001235259,0.0002447822,0.0001261541,0.00000776799,0.0001367546,0.00007671266],"genre_scores_gemma":[0.9953482,0.0002446851,0.00417736,0.00007248489,0.0000710758,0.00001301322,0.00000343079,0.0000316128,0.00003820407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07273684,"threshold_uncertainty_score":0.3850722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007347864455154837,"score_gpt":0.2406056341387552,"score_spread":0.2332577696836004,"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."}}