{"id":"W2948603204","doi":"10.31399/asm.hb.v18.a0006401","title":"Fundamentals of Lubrication","year":2017,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruker (Canada)","funders":"","keywords":"Lubrication; Lubricant; Boundary lubrication; Reciprocating motion; Tribology; Materials science; Dry lubricant; Friction coefficient; Composite material; Coefficient of friction; Forensic engineering; Mechanical engineering; Metallurgy; 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":[0.00005873116,0.0001667112,0.0001880492,0.0001636774,0.00003148339,0.00001666325,0.000365839,0.0001951385,0.0003603965],"category_scores_gemma":[0.00001312165,0.0001929365,0.00009732156,0.000002171802,0.00006481037,0.00005005495,0.00003997978,0.0001964361,0.0001441356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007799734,"about_ca_system_score_gemma":0.00001694643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002930426,"about_ca_topic_score_gemma":0.000002577956,"domain_scores_codex":[0.99933,0.000002018977,0.000275025,0.000135339,0.0001708227,0.00008680962],"domain_scores_gemma":[0.999398,0.00003313418,0.0001518187,0.0003064847,0.00007714337,0.00003341801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001491475,0.0000112152,0.00005312769,0.0001333822,0.0009245179,0.00001226202,0.0002147783,0.002471865,0.004719921,0.9162862,0.007990993,0.06716688],"study_design_scores_gemma":[0.0002433662,0.00001603584,0.0005678815,0.0001720977,0.00004541517,0.00001875763,0.00000279157,0.001605076,0.004339177,0.01404668,0.9786232,0.0003195571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001116901,0.0002128012,0.002191773,0.00003841087,0.001115901,0.000101192,0.00007067184,0.0001388558,0.9960187],"genre_scores_gemma":[0.4486078,0.0000829397,0.0003548301,0.00001706304,0.000225968,0.00001525526,0.0001022251,0.00005264025,0.5505413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9706322,"threshold_uncertainty_score":0.7867722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595875361519907,"score_gpt":0.2270394259592749,"score_spread":0.2110806723440758,"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."}}