{"id":"W4396645190","doi":"10.1016/j.joei.2024.101661","title":"Review on production of liquid fuel from plastic wastes through thermal and catalytic degradation","year":2024,"lang":"en","type":"article","venue":"Journal of the Energy Institute","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Degradation (telecommunications); Waste management; Production (economics); Catalysis; Thermal; Environmental science; Materials science; Liquid fuel; Pulp and paper industry; Chemical engineering; Process engineering; Chemistry; Engineering; Organic chemistry; Physics; Combustion; Economics; Thermodynamics","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":[0.0002007333,0.00007142579,0.0001190424,0.00002530056,0.00003857603,0.00001690945,0.0001619091,0.00002205959,0.0000147211],"category_scores_gemma":[0.00008640012,0.0000418012,0.00006076685,0.0001359306,0.0001003976,0.0004317478,0.00007263698,0.00009449867,0.000003875532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004987872,"about_ca_system_score_gemma":0.000009405036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524263,"about_ca_topic_score_gemma":0.00001501728,"domain_scores_codex":[0.9993601,0.00003655719,0.0002401366,0.0001029686,0.0002009374,0.0000593329],"domain_scores_gemma":[0.9996386,0.00003555035,0.0001623874,0.0001389469,0.000007626428,0.00001693612],"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":[0.0006890426,0.0006774887,0.001628413,0.003548254,0.0009640671,0.0001093479,0.001754798,0.1087556,0.2396986,0.02327748,0.09821106,0.5206859],"study_design_scores_gemma":[0.0006929181,0.001739467,0.01179393,0.0417275,0.001364498,0.0002368025,0.0001432981,0.002861569,0.3517452,0.01169061,0.5752526,0.0007515657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758993,0.01389333,0.00179558,0.003133668,0.002479699,0.0001058905,0.000002389756,0.00002983894,0.002660262],"genre_scores_gemma":[0.9871297,0.01157994,0.0005270126,0.0002519124,0.0001511661,0.000001951369,0.000001584689,0.000006429885,0.0003502348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199343,"threshold_uncertainty_score":0.1704604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702482671348879,"score_gpt":0.2443836401363783,"score_spread":0.2273588134228895,"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."}}