{"id":"W4390589959","doi":"10.1007/s11665-023-09092-w","title":"Simulation and Experimental Study on Tribological Properties of Herringbone Texture on 42CrMo Bearing Alloy Steel Surface","year":2024,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Tribology; Texture (cosmology); Lubricant; Lubrication; Surface finish; Alloy; Composite material; Friction coefficient; Metallurgy","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":[0.0001297404,0.0002421631,0.0003538634,0.0003115575,0.0003974049,0.0003064733,0.0005840064,0.0007294501,0.004131437],"category_scores_gemma":[0.0004669914,0.0001810581,0.0004190649,0.0003275946,0.0003189672,0.000284939,0.0001441084,0.0002132441,0.0002204073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013291,"about_ca_system_score_gemma":0.0002587365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443832,"about_ca_topic_score_gemma":0.003551002,"domain_scores_codex":[0.9999229,0.000008532208,0.000003527429,0.00001457753,0.0000287407,0.00002168172],"domain_scores_gemma":[0.9997845,0.00009716004,0.00001657971,0.00002805054,0.00005897107,0.00001469863],"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":[0.0006229332,0.0003572332,0.01440069,0.0002716899,0.00004243575,0.001074724,0.0003419855,0.861154,0.1024643,0.002080613,0.001191374,0.01599802],"study_design_scores_gemma":[0.0000273204,0.0001314204,0.006154778,0.000004516652,0.00001023679,0.00005912896,0.00009015969,0.9851977,0.00768871,0.0001843124,0.0004391048,0.00001250989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912139,0.00007015518,0.00240877,0.00004665518,0.00001745038,0.00001363334,0.0001582131,0.00008366771,0.00598766],"genre_scores_gemma":[0.9990841,0.0000187773,0.0003197858,0.000002552162,0.000002017737,0.000003567696,0.00005593636,0.00000565136,0.0005076431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005443832,"threshold_uncertainty_score":0.01382101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219491712042533,"score_gpt":0.2398157293878584,"score_spread":0.2176208122674331,"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."}}