{"id":"W2600826049","doi":"","title":"Self-lubrication of machining tools in dry via in-situ formed tribofilms.","year":2005,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lubrication; Machining; Materials science; Metallurgy; Machinability; Microstructure; Oxide; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008527816,0.0001528007,0.0002647396,0.0001582002,0.00009232216,0.00002518273,0.000229634,0.00009026713,0.000006825459],"category_scores_gemma":[0.00001492176,0.0001451763,0.00008333409,0.0001949671,0.0001341644,0.000756153,0.00005422661,0.0001441592,0.00001079225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904291,"about_ca_system_score_gemma":0.00006711599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008006633,"about_ca_topic_score_gemma":0.0001433796,"domain_scores_codex":[0.9990727,0.00002725467,0.0003416417,0.0001664229,0.000202694,0.0001892673],"domain_scores_gemma":[0.9994969,0.0001097118,0.0001070856,0.0001821112,0.00005879884,0.00004536581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001603444,0.001355726,0.2542823,0.001066528,0.0004933792,0.0003625582,0.007053066,0.4394082,0.1878602,0.03106435,0.000591479,0.07485879],"study_design_scores_gemma":[0.007261004,0.000345647,0.7937694,0.0009311505,0.0001261876,0.0002124277,0.0009085456,0.05013063,0.09636969,0.003480214,0.04499932,0.001465757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403095,0.0002292853,0.009253273,0.00004919461,0.0001420826,0.0002229885,0.00003171127,0.00008967547,0.0496723],"genre_scores_gemma":[0.9979303,0.00006304866,0.001797265,0.000007962225,0.00005317655,0.000001201126,0.00004414314,0.000009439436,0.00009341842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394871,"threshold_uncertainty_score":0.5920117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007684909215440936,"score_gpt":0.1879919327356304,"score_spread":0.1803070235201894,"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."}}