{"id":"W4410977641","doi":"10.1016/j.apsusc.2025.163715","title":"New castor oil-based green conductive gel lubricant featuring with ultra low friction coefficient of 0.038","year":2025,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Major Science and Technology Projects in Anhui Province; Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences; Chinese Academy of Sciences; Key Technology Research and Development Program of Shandong; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Castor oil; Lubricant; Friction coefficient; Materials science; Electrical conductor; Composite material; Polymer chemistry; Chemical engineering; Polymer science; Chemistry; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822186,0.0001723893,0.0002152058,0.0001429645,0.000156359,0.00003900694,0.0003035699,0.00003641025,0.00002855074],"category_scores_gemma":[0.00001661201,0.0001404393,0.00002618295,0.001565703,0.0003570376,0.00013253,0.00003017106,0.0001412432,0.000008572959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970863,"about_ca_system_score_gemma":0.0003654005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003516962,"about_ca_topic_score_gemma":0.00002815401,"domain_scores_codex":[0.9987262,0.000006417159,0.0001638176,0.0003407831,0.0003615592,0.0004011469],"domain_scores_gemma":[0.9993488,0.00008591789,0.00005619505,0.0002729027,0.0001053333,0.0001308398],"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":[0.00004497484,0.00004993737,0.000289302,0.00009574668,0.00003717518,0.000003288071,0.0007457663,0.3706483,0.6176571,0.002033421,0.0003443032,0.008050653],"study_design_scores_gemma":[0.0008010588,0.0000589246,0.009227196,0.0001667411,0.00002809473,0.000002767521,0.0009297472,0.03134765,0.9560989,0.00005623718,0.000928788,0.0003539416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294165,0.0001185814,0.04133237,0.00008404042,0.0002808844,0.0002046343,0.00003314964,0.0001873986,0.02834249],"genre_scores_gemma":[0.9958807,0.000009892277,0.00365147,0.00002832078,0.00001340732,0.000007115942,0.000002285492,0.00001417486,0.0003925902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393006,"threshold_uncertainty_score":0.5726947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005775046806825971,"score_gpt":0.2018950069339061,"score_spread":0.1961199601270801,"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."}}