{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118287,0.0001810551,0.0002622387,0.0002124454,0.00006394718,0.000127106,0.0001543348,0.00006154518,0.000326808],"category_scores_gemma":[0.00002028958,0.0001511486,0.0001315063,0.0005989652,0.00002384148,0.0001807252,0.00001863525,0.0001779699,0.0005630416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052722,"about_ca_system_score_gemma":0.00004072482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001290966,"about_ca_topic_score_gemma":0.000001658921,"domain_scores_codex":[0.9989205,0.00002978769,0.0002399344,0.0002395044,0.0002045512,0.000365737],"domain_scores_gemma":[0.9995807,0.00008738803,0.00001991697,0.0001879605,0.00002853891,0.00009552897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002855361,0.0002810625,0.000264286,0.0004312471,0.002438618,0.000697341,0.00105968,0.02305089,0.1116052,0.0292293,0.1566754,0.6739814],"study_design_scores_gemma":[0.002278284,0.0001011875,0.004914356,0.0001167636,0.0001779691,0.0001984349,0.00006535267,0.9445385,0.005229203,0.003209544,0.03843597,0.0007343709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6850104,0.03184383,0.09731711,0.001146025,0.007144502,0.001878216,0.0001529095,0.00755807,0.1679489],"genre_scores_gemma":[0.9975694,0.0006093286,0.0001139458,0.00004588456,0.0003219354,0.00006611653,0.00001571703,0.00005368991,0.001204018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9214877,"threshold_uncertainty_score":0.7236949,"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."}}