{"id":"W4401721565","doi":"10.1088/2631-8695/ad7229","title":"Optimization and tribological behavior of carbon nano tubes blended with POE oil","year":2024,"lang":"en","type":"article","venue":"Engineering Research Express","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Tribology; Materials science; Nano-; Carbon fibers; Composite material; Nanotechnology; Chemical engineering; Engineering; Composite number","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":[0.0002181524,0.0001234464,0.0001592129,0.000231616,0.00002566105,0.00006164306,0.0001080628,0.00006564717,0.00003891747],"category_scores_gemma":[0.0000458981,0.00009506922,0.00002132644,0.0003170443,0.00007348341,0.0001086277,0.00004990189,0.0002687175,0.000001009421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626473,"about_ca_system_score_gemma":0.00002033287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001679786,"about_ca_topic_score_gemma":5.874912e-7,"domain_scores_codex":[0.9990895,0.00002406288,0.0001256957,0.0001840382,0.0002772885,0.0002994535],"domain_scores_gemma":[0.9995089,0.0002036013,0.000003529664,0.0001434564,0.00005239301,0.00008813043],"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":[0.00002846059,0.00007721,0.0002351628,0.001106389,0.0001658736,0.000191578,0.0009924523,0.6187145,0.3676736,0.001941085,0.0001951979,0.008678486],"study_design_scores_gemma":[0.0004319753,0.0002604499,0.000801635,0.0006957687,0.00003009541,0.00004386798,0.0001706767,0.8058091,0.1890588,0.00002055909,0.002319983,0.0003571531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894626,0.003161442,0.004721218,0.00002555615,0.0001511856,0.0001411857,0.00004647349,0.0004448135,0.001845522],"genre_scores_gemma":[0.9971797,0.0004480297,0.002008038,4.172921e-7,0.00006890336,0.00009463052,0.000008295121,0.00004238375,0.0001495904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870946,"threshold_uncertainty_score":0.387681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917402402066755,"score_gpt":0.2649373735856478,"score_spread":0.2457633495649802,"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."}}