{"id":"W7005194553","doi":"","title":"A practical approach to controlling rolling contact fatigue in railways","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Axle; Track (disk drive); Axle load; Rolling resistance; Friction modifier; Contact mechanics; Fatigue limit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004041175,0.0005233737,0.0003658191,0.0004055017,0.0007153985,0.0007341331,0.0009434084,0.0007758563,0.003019379],"category_scores_gemma":[0.0005871578,0.0002785738,0.0002377921,0.0002731726,0.0006625588,0.0007914018,0.0006725233,0.000804394,0.001026414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257664,"about_ca_system_score_gemma":0.0006400305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315318,"about_ca_topic_score_gemma":0.002337696,"domain_scores_codex":[0.9995362,0.00006319861,0.00002713327,0.0001075328,0.0002194083,0.00004665821],"domain_scores_gemma":[0.9997781,0.00003686338,0.00003344952,0.00004481717,0.00008265566,0.00002406277],"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":[0.0001806463,0.0002438003,0.001815625,0.0006670827,0.00003366956,0.000295439,0.0003072419,0.04217413,0.6295637,0.03326182,0.002943895,0.2885129],"study_design_scores_gemma":[0.0002653122,0.00392479,0.006354196,0.000232681,0.0001512155,0.002296531,0.000471739,0.3197126,0.4030135,0.04288892,0.220507,0.0001814954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05712827,0.002333846,0.8955575,0.001785827,0.0001511036,0.000371474,0.00008378697,0.002420967,0.04016726],"genre_scores_gemma":[0.5623867,0.002383503,0.4226316,0.0005532242,0.00007762414,0.0003065493,0.0001083528,0.0000822989,0.01147013],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003019379,"threshold_uncertainty_score":0.0101009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554768050066747,"score_gpt":0.2862596688858426,"score_spread":0.2507119883851751,"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."}}