{"id":"W3164068033","doi":"10.1002/cssc.202100912","title":"Synthetic Lubricants Derived from Plastic Waste and their Tribological Performance","year":2021,"lang":"en","type":"article","venue":"ChemSusChem","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ames Laboratory; U.S. Department of Energy; Argonne National Laboratory; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Office of Science; Advanced Research Projects Agency - Energy; University of Saskatchewan; University of Chicago; Advanced Research Projects Agency; Iowa State University","keywords":"Lubricant; Polyolefin; Materials science; Compatibility (geochemistry); Tribology; Durability; Synthetic oil; Plastic waste; Petroleum; Waste management; Base oil; Pulp and paper industry; Process engineering; Composite material; Organic chemistry; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002102855,0.0002170004,0.0001020948,0.0002814064,0.00008494694,0.0002823475,0.0001145205,0.0001582682,0.0005461546],"category_scores_gemma":[0.0002407579,0.00007438529,0.0001223338,0.0002097819,0.0001484804,0.000207249,0.0001456452,0.0001411792,0.0001687795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777951,"about_ca_system_score_gemma":0.0001195698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004820734,"about_ca_topic_score_gemma":0.0008313424,"domain_scores_codex":[0.9998662,0.00002964451,0.00001160181,0.00001313678,0.0000518511,0.00002756001],"domain_scores_gemma":[0.9999219,0.00001505702,0.00002239272,0.000005539796,0.00002426834,0.00001071299],"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":[0.0001363941,0.00002791345,0.0004896615,0.00006492546,0.000006809697,0.0000524725,0.00002566365,0.0002868369,0.9940236,0.0001444633,0.00002074687,0.00472051],"study_design_scores_gemma":[0.00000147972,0.0001718499,0.0005834352,0.00000263232,0.000004108755,0.00003417463,0.00001695126,0.0004428886,0.9982182,0.00001047829,0.0005113184,0.000002494887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996707,0.001272219,0.001165955,0.00001622658,0.000009333564,0.000007009155,0.00007382714,0.00001231848,0.0007360208],"genre_scores_gemma":[0.9986423,0.0002783044,0.0005500187,0.000003887636,0.000001420119,0.000002207689,0.00005168323,0.000003624395,0.0004666381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005461546,"threshold_uncertainty_score":0.001827061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657253732009857,"score_gpt":0.201686109154987,"score_spread":0.1751135718348884,"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."}}