{"id":"W4399646126","doi":"10.3390/lubricants12060214","title":"Electric Potential Controlled Ionic Lubrication","year":2024,"lang":"en","type":"article","venue":"Lubricants","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Lubrication; Materials science; Tribology; Electric field; Mechanical engineering; Electrolyte; Nanotechnology; Composite material; Engineering; Chemistry; Electrode; Physics","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":[0.0002516341,0.000366422,0.0002892119,0.0004407361,0.0001714603,0.000582219,0.0005050792,0.0004525287,0.001107898],"category_scores_gemma":[0.0005230294,0.0001684849,0.0002309529,0.0004195419,0.0003721469,0.001118363,0.0005744154,0.0004360419,0.000487047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323843,"about_ca_system_score_gemma":0.0002569628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002794125,"about_ca_topic_score_gemma":0.0003224098,"domain_scores_codex":[0.9997309,0.00003365429,0.00003296271,0.00005466184,0.0001057589,0.00004203946],"domain_scores_gemma":[0.9998701,0.0000377287,0.00003733441,0.000007814068,0.00003964079,0.000007436991],"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":[0.0001804444,0.00006704756,0.0005846378,0.00591502,0.00004406863,0.0004443564,0.000252291,0.001640105,0.8346784,0.03468067,0.002646388,0.1188666],"study_design_scores_gemma":[0.00002036798,0.0002196131,0.0004625323,0.0001938581,0.0000416642,0.0004471109,0.00007008667,0.003866822,0.8501607,0.002071197,0.142414,0.00003211899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3943139,0.4790678,0.07225904,0.001768218,0.001258847,0.0001633671,0.0005512316,0.0006172184,0.05000029],"genre_scores_gemma":[0.8147016,0.1562139,0.0179676,0.0004553332,0.000218339,0.00009279653,0.0002729622,0.00007854703,0.009999004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001107898,"threshold_uncertainty_score":0.003706276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004147020249349182,"score_gpt":0.2010012041538509,"score_spread":0.1968541839045017,"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."}}