{"id":"W4390018308","doi":"10.2139/ssrn.4671083","title":"Study on the Tribological Characteristics of Surface Triangular Textured Tc4 Alloy Prepared by Slm Technologybeichao Wei A,B, Wengang Chena,B, Siliang Guo A,B, Jiahao Cheng A,B , Haoen Yuan A,B, Yihao Zhou A,B, Hai Luo A,B, Dongyang Lib,Ca College of Mechanical and Transportation, Southwest Forestry University, Kunming, 650224, Chinab Dongyang Li Academician Workstation, Kunming, Yunnan 650224, Chinac Department of Chemical and Materials Engineering, University of Alberta, T6g 2h5, Canada Abstract：Surface Triangular Textured Tc4 Alloy Specimens Were Prepared by 3d Printing Technology (Slm Technology: Selective Laser Fusion). Effects of Wedge-Shaped Triangular Textures with Different Texture Area Occupancy on Hardness, Friction and Wear of the 3d Printed Tc4 Alloy Specimens Were Studied, in Comparison with Non- Textured Specimens. Sft -2m Pin-Disc Friction and Wear Testing","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tribology; Alloy; Materials science; Crystallography; Composite material; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001005599,0.001026725,0.002248939,0.0006143323,0.0002938229,0.00002489196,0.0007239854,0.001314251,0.000008408969],"category_scores_gemma":[0.0004800799,0.0008282275,0.0001530994,0.0011686,0.0004947088,0.0001534991,0.0003156027,0.003451565,1.323626e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364145,"about_ca_system_score_gemma":0.0005100178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176782,"about_ca_topic_score_gemma":0.01082357,"domain_scores_codex":[0.9952531,0.0002988497,0.0016071,0.001059899,0.0006678822,0.00111318],"domain_scores_gemma":[0.9960331,0.000622258,0.002179544,0.0006673302,0.0003447098,0.0001530115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006027295,0.002109807,0.1202431,0.002146233,0.007148575,0.0001165603,0.007853892,0.01978227,0.8328448,0.0009797016,0.0003028192,0.0004450185],"study_design_scores_gemma":[0.02275414,0.004347277,0.5341632,0.006236505,0.003959829,0.0002204788,0.03551258,0.01697264,0.3726799,0.0003873719,0.000219991,0.002546066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928242,0.001321255,0.001137698,0.000327137,0.0001767777,0.003363344,0.000707349,0.0001364415,0.000005772301],"genre_scores_gemma":[0.9980311,0.000816748,0.0007375043,0.000004136954,0.00003713412,0.00002875631,0.000168146,0.0001179957,0.00005847165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4601649,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004959787570800702,"score_gpt":0.1855815206766735,"score_spread":0.1806217331058728,"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."}}