{"id":"W2565118663","doi":"10.1016/j.triboint.2016.12.022","title":"Self-lubricating composite bearings: Effect of fibre length on its tribological properties by DEM modelling","year":2016,"lang":"en","type":"article","venue":"Tribology International","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Centre National d’Etudes Spatiales","keywords":"Tribometer; Tribology; Materials science; Composite material; Lubrication; Composite number; Rheology; Filler (materials); Retainer; Discrete element method; Contact mechanics; Finite element method; Mechanics; Structural engineering","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":[0.0002629728,0.0001920672,0.0003514828,0.0001565578,0.00005580968,0.00000869983,0.0003122644,0.0002148949,0.0001187024],"category_scores_gemma":[0.00009627413,0.0001245242,0.0001340192,0.0001038569,0.00008329792,0.0001028904,0.00005056196,0.0002068074,0.0001115159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007763167,"about_ca_system_score_gemma":0.000008592851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004713836,"about_ca_topic_score_gemma":6.36715e-7,"domain_scores_codex":[0.9988547,0.0001177898,0.0003536196,0.0002477358,0.0001756599,0.0002504954],"domain_scores_gemma":[0.9992261,0.0004200406,0.00008251192,0.000147163,0.00007315446,0.00005105798],"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":[0.001223545,0.0003706065,0.06494459,0.0001965942,0.003070468,0.00003143023,0.0004747512,0.07863117,0.8295126,0.00461508,0.004145296,0.01278386],"study_design_scores_gemma":[0.002572385,0.0006107214,0.001203952,0.0001252879,0.0001621452,0.00004232291,0.00001021616,0.2576861,0.7322786,0.0001880487,0.004722415,0.0003977367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813095,0.0004514313,0.01485618,0.0005873987,0.0002773096,0.0001390983,0.00005487809,0.0002901749,0.002034058],"genre_scores_gemma":[0.9989703,0.0001661172,0.0004063479,0.00003965036,0.00008520517,0.00002901624,0.00002724802,0.00001955981,0.0002565839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.179055,"threshold_uncertainty_score":0.5077951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638718835950386,"score_gpt":0.2270970319206801,"score_spread":0.2107098435611762,"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."}}