{"id":"W4406562501","doi":"10.1016/j.chempr.2024.102389","title":"Producing economically viable renewable diesel by upgrading organic solid waste with natural gas","year":2025,"lang":"en","type":"article","venue":"Chem","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Kara Technologies","keywords":"Waste management; Natural gas; Renewable natural gas; Municipal solid waste; Diesel fuel; Renewable energy; Environmental science; Business; Natural resource economics; Engineering; Fuel gas; Economics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001724326,0.0002791907,0.0002089935,0.0002658888,0.0001845426,0.0003472872,0.0002181576,0.0001852941,0.0007045513],"category_scores_gemma":[0.0001890313,0.0001343864,0.0002217971,0.0002335078,0.0002370347,0.0004649688,0.000270106,0.0002918936,0.0001822418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588948,"about_ca_system_score_gemma":0.0003676528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964194,"about_ca_topic_score_gemma":0.004370579,"domain_scores_codex":[0.9998703,0.00001067814,0.00001004996,0.00002336872,0.00005663415,0.00002899826],"domain_scores_gemma":[0.9999529,0.00001473926,0.000006555583,0.000005080935,0.00001240886,0.000008286306],"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":[0.0002212359,0.0001145233,0.0009271536,0.0001240586,0.00001522885,0.0001549545,0.0000820096,0.001207317,0.986362,0.0009040952,0.00004413,0.009843152],"study_design_scores_gemma":[0.000007894164,0.0001863893,0.0007070806,0.000002958051,0.000007773428,0.00004910893,0.00006154707,0.001120016,0.996567,0.0001044016,0.001181805,0.000004032702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965883,0.0002973512,0.001349382,0.00002903491,0.00001122496,0.00001204269,0.00003832082,0.000008895794,0.001665345],"genre_scores_gemma":[0.9971613,0.0003119978,0.001111837,0.0000067382,0.000001909266,0.000005132697,0.00005843159,0.000005725174,0.001336995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001964194,"threshold_uncertainty_score":0.003905535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002816871675868318,"score_gpt":0.1810161941375011,"score_spread":0.1781993224616328,"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."}}