{"id":"W3173203574","doi":"10.4236/aces.2021.113015","title":"Chemical Plant Design for the Conversion of Plastic Waste to Liquid Fuel","year":2021,"lang":"en","type":"article","venue":"Advances in Chemical Engineering and Science","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Waste management; Kerosene; Diesel fuel; Payback period; Gasoline; Environmental science; Liquid fuel; Pilot plant; Polyethylene; Engineering; Production (economics); Materials science; Chemistry; Combustion","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":[0.0002753347,0.00006749974,0.00008857401,0.00002456618,0.00002821576,0.00001270173,0.000220952,0.00002074691,0.000005529619],"category_scores_gemma":[0.0003920942,0.00005053342,0.00001933221,0.0003162122,0.0001767375,0.0001229226,0.0001909475,0.00005979581,0.000001253127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003693505,"about_ca_system_score_gemma":0.000006506304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002705228,"about_ca_topic_score_gemma":1.254889e-7,"domain_scores_codex":[0.9992991,0.000003469123,0.0001174785,0.0002296678,0.0001710896,0.0001791802],"domain_scores_gemma":[0.9994042,0.0003968387,0.0000192429,0.0001171095,0.000007385157,0.00005523464],"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":[0.00003084059,0.00001448378,0.0001073581,0.00004608207,0.000001185064,0.000001269024,0.00007228694,0.08692595,0.9104473,0.0001445811,0.00003988943,0.002168758],"study_design_scores_gemma":[0.0000992983,0.00003637987,0.00004054765,0.00005529669,0.000003628653,0.000002350207,0.00003693217,0.1031158,0.8949931,0.00007226271,0.001465123,0.00007925767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251969,0.0004896353,0.173584,0.0001190814,0.0001542515,0.0001870041,0.000003191974,0.00003682524,0.0002290883],"genre_scores_gemma":[0.9767956,0.000164666,0.02295835,0.00003367441,0.00001245789,0.00001937561,5.508358e-7,0.00000375974,0.00001160396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515986,"threshold_uncertainty_score":0.2060693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00835033110097841,"score_gpt":0.2251662285699077,"score_spread":0.2168158974689293,"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."}}