{"id":"W4408070060","doi":"10.1002/cssc.202402509","title":"Sustainable Graphite and Jet Fuel from Biorefinery Residue","year":2025,"lang":"en","type":"article","venue":"ChemSusChem","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"Bioenergy Technologies Office","keywords":"Jet fuel; Aviation fuel; Raw material; Graphite; Waste management; Materials science; Fossil fuel; Renewable energy; Fuel oil; Renewable fuels; Environmental science; Chemistry; Organic chemistry; Metallurgy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004989,0.0002774701,0.0001303153,0.000590331,0.0002158097,0.0003552555,0.0002456881,0.0003828696,0.002763827],"category_scores_gemma":[0.00009087204,0.0000885798,0.0002581275,0.0004302647,0.0001277088,0.0003995519,0.0003209849,0.0003652359,0.0007481945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847219,"about_ca_system_score_gemma":0.0002157632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00080657,"about_ca_topic_score_gemma":0.003232338,"domain_scores_codex":[0.9999106,0.000006043796,0.000004331388,0.00001409878,0.00005007862,0.00001488289],"domain_scores_gemma":[0.9999661,0.000003575764,0.000006008023,0.000003829231,0.000009281966,0.00001121492],"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":[0.0001386647,0.00006286893,0.0005437123,0.0003192069,0.00001376576,0.0005814199,0.00002812096,0.0008650354,0.9771174,0.001969879,0.0006201926,0.0177397],"study_design_scores_gemma":[0.00001649471,0.000226802,0.00281332,0.00006596846,0.00001183027,0.0003215198,0.00005062089,0.001994099,0.972926,0.001033344,0.02052773,0.00001232242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365552,0.01128712,0.007650792,0.000475533,0.0003381505,0.00005873614,0.0009326476,0.00028947,0.04241229],"genre_scores_gemma":[0.9844487,0.002191687,0.002307641,0.0000689597,0.00001560789,0.00001230806,0.0005900464,0.00002134238,0.01034376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763827,"threshold_uncertainty_score":0.009245932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003804720548069199,"score_gpt":0.1850957849402402,"score_spread":0.181291064392171,"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."}}