{"id":"W4402738088","doi":"10.1016/j.cej.2024.156097","title":"Effect of CeO2 morphology and Ru impregnation method on CH4 selectivity reduction in polyethylene waste conversion to liquid fuels and lubricants","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea; Korea Institute of Science and Technology; Ministry of Trade, Industry and Energy","keywords":"Selectivity; Morphology (biology); Polyethylene; Reduction (mathematics); Chemical engineering; Materials science; Waste management; Pulp and paper industry; Chemistry; Organic chemistry; Catalysis; Composite material; 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":[0.0005834243,0.00008528765,0.0001272305,0.0001175827,0.00001608736,0.00001786738,0.00004828804,0.00005709795,0.000007540318],"category_scores_gemma":[0.00006422785,0.00007330201,0.00002093452,0.0001759606,0.00002178768,0.00008579725,0.00006766612,0.0002188548,9.989075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069112,"about_ca_system_score_gemma":0.000001602628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255406,"about_ca_topic_score_gemma":4.121027e-8,"domain_scores_codex":[0.9994375,0.00004086749,0.000124956,0.000167851,0.000107912,0.000120917],"domain_scores_gemma":[0.9997596,0.00009821257,0.00002404536,0.00004941121,0.000002785919,0.00006598768],"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":[0.00006130102,0.000008570144,0.00009259451,0.00005579488,0.000005806985,0.000005928524,0.00006555991,0.002786206,0.9519327,0.000005237604,0.00007590462,0.04490443],"study_design_scores_gemma":[0.0001510644,0.0004119641,0.0002664734,0.0001603866,0.000009849946,0.0001148867,0.00000528491,0.02253322,0.9761941,0.00002170388,0.00006037419,0.00007067045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730679,0.00009561619,0.02639614,0.0001458873,0.0001044761,0.00009349833,5.576784e-7,0.00003540893,0.00006049023],"genre_scores_gemma":[0.9958662,0.00007297135,0.003988552,0.000007754011,0.00003644628,0.000004256717,7.857902e-7,0.000008772207,0.00001423123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04483376,"threshold_uncertainty_score":0.2989169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003737057725520395,"score_gpt":0.2430526395905344,"score_spread":0.239315581865014,"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."}}