{"id":"W4383163983","doi":"10.3390/lubricants11070284","title":"Fundamental Structure–Function Relationships in Vegetable Oil-Based Lubricants: A Critical Review","year":2023,"lang":"en","type":"review","venue":"Lubricants","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Industry Canada; Trent University; Grain Farmers of Ontario","keywords":"Function (biology); Lubrication; Materials science; Exponential function; Viscosity; Biological system; Thermal; Thermodynamics; Mathematics; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0007543712,0.001222202,0.001343912,0.002882821,0.0003373321,0.001069963,0.0008137915,0.0009082919,0.002443276],"category_scores_gemma":[0.001044351,0.0005183378,0.0008208479,0.003154501,0.0004772105,0.001598955,0.0006298486,0.001318073,0.0009848953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007629734,"about_ca_system_score_gemma":0.001416551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753376,"about_ca_topic_score_gemma":0.002534725,"domain_scores_codex":[0.9997576,0.00003284711,0.00004417053,0.00005200532,0.00008591424,0.00002747417],"domain_scores_gemma":[0.9994726,0.0002898594,0.00008090562,0.00001253793,0.0001225939,0.00002160917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009219425,0.0001549758,0.0003931015,0.09292787,0.0001929602,0.0003231239,0.0002087934,0.001876301,0.008411708,0.01382237,0.01616214,0.8654344],"study_design_scores_gemma":[0.000009626666,0.0002687943,0.001134047,0.009427852,0.000312958,0.0008224891,0.000144553,0.0004624223,0.003451804,0.003262094,0.9806539,0.00004943495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003552207,0.9985644,0.0002513475,0.0001224524,0.00009120933,0.000005980442,0.00002914664,0.000005806595,0.0005744984],"genre_scores_gemma":[0.001385903,0.9978557,0.000291037,0.00006132192,0.00005592377,0.000006479261,0.00003253241,0.000001379483,0.0003097322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002882821,"threshold_uncertainty_score":0.008173585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08332415437275002,"score_gpt":0.3164840680764734,"score_spread":0.2331599137037234,"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."}}