{"id":"W2146262263","doi":"10.5539/eer.v3n2p90","title":"Co-Production of Liquid and Gaseous Fuels from Polyethylene and Polystyrene in a Continuous Sequential Pyrolysis and Catalytic Reforming System","year":2013,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Advanced Industrial Science and Technology","keywords":"Pyrolysis; Catalysis; Space velocity; Diesel fuel; Polystyrene; Materials science; Polyethylene; High-density polyethylene; Chemical engineering; Raw material; Catalytic reforming; Methane; Liquid fuel; Chemistry; Organic chemistry; Combustion; Composite material; Polymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249578,0.0003381108,0.0003659083,0.0002875713,0.0001726116,0.0003347203,0.0003050812,0.0002708361,0.0007878968],"category_scores_gemma":[0.0002018048,0.0001819336,0.0004461614,0.0003558163,0.0001614063,0.0004518444,0.000364755,0.0004183952,0.0003063295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765134,"about_ca_system_score_gemma":0.0002592003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009638256,"about_ca_topic_score_gemma":0.001849008,"domain_scores_codex":[0.9997718,0.00002280955,0.00001318774,0.00005866568,0.000100459,0.00003305372],"domain_scores_gemma":[0.9998958,0.00002046723,0.00002188684,0.00001773251,0.00002750859,0.00001647407],"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":[0.0001278314,0.00003709658,0.0003485656,0.00008082965,0.0000107475,0.00007455864,0.00001281694,0.0004348179,0.9945169,0.00004745712,0.00001905895,0.004289265],"study_design_scores_gemma":[0.0000121379,0.0002865038,0.001268388,0.000002384542,0.00001682621,0.00008150809,0.0000111084,0.002379755,0.9952374,0.00001339511,0.0006862769,0.000004357219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909642,0.0005854999,0.007240961,0.00001857603,0.00001656839,0.00002777975,0.00008457431,0.00007252605,0.0009893714],"genre_scores_gemma":[0.9907747,0.0003881829,0.007121488,0.000008694938,0.000008160656,0.00001666184,0.0001319115,0.00001447442,0.001535793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009638256,"threshold_uncertainty_score":0.002635717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629948795897989,"score_gpt":0.2474378999844558,"score_spread":0.2311384120254759,"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."}}