{"id":"W3130981149","doi":"10.21203/rs.3.rs-210447/v1","title":"Tribological interaction of plasma functionalized CaCO3 nanoparticles with zinc and ashless dithiophosphate additives","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; University of Texas at Arlington; University of Saskatchewan; Canadian Light Source","keywords":"Tribology; Zinc; Nanoparticle; Plasma; Materials science; Chemical engineering; Chemistry; Metallurgy; Nanotechnology; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008999803,0.0002507907,0.0001460491,0.0001606143,0.0001078317,0.0001834418,0.0001610925,0.0002389403,0.0006261644],"category_scores_gemma":[0.0001661168,0.0001311861,0.0001158413,0.000107655,0.0001765509,0.0001344833,0.0001184983,0.0001746234,0.0001404405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363054,"about_ca_system_score_gemma":0.0001193181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912314,"about_ca_topic_score_gemma":0.002967515,"domain_scores_codex":[0.999915,0.000009092765,0.000005493383,0.00001799935,0.00003055731,0.00002187052],"domain_scores_gemma":[0.9999275,0.00001967236,0.00001879322,0.000004496899,0.00001898161,0.0000105511],"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":[0.00003458557,0.0000046479,0.000052555,0.00001456323,0.000001756177,0.00001712226,0.000007783636,0.00004203674,0.9994831,0.00001257478,0.000009567445,0.0003196933],"study_design_scores_gemma":[0.000002620784,0.00004867978,0.0007024122,0.000001375069,0.000004076437,0.00002090782,0.0000101655,0.0006825784,0.9982931,0.000003800132,0.0002286811,0.000001715369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981576,0.0002374372,0.0008382861,0.00002032189,0.000010322,0.000006542477,0.00004428147,0.00001916429,0.0006661456],"genre_scores_gemma":[0.9976016,0.0001698653,0.001122855,0.00001366056,0.000002339794,0.00000818682,0.00005743765,0.000009819519,0.0010142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001912314,"threshold_uncertainty_score":0.003802359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596385987131641,"score_gpt":0.3327246156972382,"score_spread":0.2767607558259218,"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."}}