{"id":"W4251594747","doi":"10.1002/9781119975489.ch7","title":"Lubrication Systems","year":2011,"lang":"en","type":"other","venue":"","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gastops (Canada)","funders":"","keywords":"Lubrication; Lubricant; Bearing (navigation); Mechanical engineering; Viscosity; Materials science; Engineering; Computer science; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001201947,0.00009461677,0.0001110925,0.0000706541,0.000004227941,0.000009678094,0.00006854128,0.00008561189,0.008300345],"category_scores_gemma":[9.973005e-7,0.00007471955,0.00001875888,0.00003430782,0.000008535668,0.00001161118,0.000005906825,0.00004137992,0.001542064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001101389,"about_ca_system_score_gemma":0.000002635175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015543,"about_ca_topic_score_gemma":0.00001160434,"domain_scores_codex":[0.9997501,0.000003902171,0.00005488152,0.00006944614,0.00004007533,0.0000816313],"domain_scores_gemma":[0.9998071,0.000003870412,0.00001608847,0.000143504,0.000003704304,0.00002574595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.777606e-8,0.000002277866,0.000002127254,0.00004538083,0.00004018654,6.540853e-7,0.00001128275,0.000003947335,0.00000390101,0.004673906,0.9940649,0.001151312],"study_design_scores_gemma":[0.00002393367,0.000002296016,0.00002085605,0.00004943557,0.000006317168,0.000001360368,0.000009434898,0.000334597,0.00001790447,0.00001857243,0.9994034,0.0001119428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.79853e-7,0.001669954,0.004871237,8.270297e-7,0.0006115623,0.00009224279,0.000033949,0.001037042,0.9916827],"genre_scores_gemma":[0.002975494,0.0003785895,0.0001207228,0.000004291429,0.0002921264,0.00001845438,0.00002093848,0.0003317119,0.9958577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006758282,"threshold_uncertainty_score":0.9992353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009523135039653777,"score_gpt":0.1708150868351566,"score_spread":0.1612919517955029,"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."}}