{"id":"W4311651623","doi":"10.1002/ese3.1379","title":"Sustainable aviation fuel: Pathways to fully formulated synthetic jet fuel via Fischer–Tropsch synthesis","year":2022,"lang":"en","type":"article","venue":"Energy Science & Engineering","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada); University of Alberta","funders":"","keywords":"Jet fuel; Fischer–Tropsch process; Refining (metallurgy); Aviation fuel; Aviation biofuel; Aviation; Kerosene; Synthetic fuel; Jet (fluid); Process engineering; Refinery; Biochemical engineering; Chemistry; Environmental science; Waste management; Engineering; Catalysis; Biofuel; Organic chemistry; Aerospace engineering; Bioenergy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320305,0.0005478254,0.0002294472,0.0005057583,0.0002470154,0.0004800068,0.0003474963,0.0003954291,0.002379172],"category_scores_gemma":[0.0002829069,0.0001714263,0.0003839374,0.00041195,0.0002984153,0.0007793861,0.0004652408,0.0008872004,0.00100748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987612,"about_ca_system_score_gemma":0.0005250746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274449,"about_ca_topic_score_gemma":0.002347192,"domain_scores_codex":[0.9998266,0.00002102268,0.00001441062,0.00003094052,0.0000637675,0.0000432105],"domain_scores_gemma":[0.999894,0.00001864201,0.00002358452,0.00001718783,0.00003330668,0.00001322364],"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":[0.0002630178,0.000133549,0.0006361728,0.001045436,0.00004191951,0.0008363362,0.0002217377,0.007091084,0.9451746,0.01261273,0.0008759573,0.03106753],"study_design_scores_gemma":[0.00002972569,0.0006389819,0.000875485,0.00006331503,0.00002314008,0.000278671,0.00008695007,0.004861812,0.9650968,0.001784867,0.0262188,0.00004146081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8161628,0.008517476,0.1276645,0.0007602972,0.0002612184,0.000731631,0.00205037,0.0005947415,0.04325688],"genre_scores_gemma":[0.9554049,0.003595383,0.03481919,0.00005921707,0.00001187655,0.0001243348,0.0007163127,0.00006544419,0.005203447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002379172,"threshold_uncertainty_score":0.007959127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006187884232367022,"score_gpt":0.1830776707408484,"score_spread":0.1768897865084814,"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."}}