{"id":"W2039035916","doi":"10.2118/97658-ms","title":"Removal of Organic Nitrogen Compounds in LCO Reduce Hydrodesulfurization Severity","year":2005,"lang":"en","type":"article","venue":"","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Hydrodesulfurization; Nitrogen; Environmental science; Waste management; Pulp and paper industry; Chemistry; Environmental chemistry; Sulfur; Organic chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258546,0.0001126066,0.0002242614,0.0001400419,0.00002879258,0.00001226112,0.00009048593,0.00005073728,0.0001310407],"category_scores_gemma":[0.00001915082,0.0001157761,0.00004550536,0.0005027175,0.0000271794,0.000149755,0.00003372669,0.0000684886,0.00004066452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007451847,"about_ca_system_score_gemma":0.00001160428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422618,"about_ca_topic_score_gemma":0.0002868445,"domain_scores_codex":[0.9992111,0.00001349713,0.000350345,0.0001355924,0.0001432143,0.0001462595],"domain_scores_gemma":[0.9996973,0.0000201479,0.00003533487,0.0001692599,0.0000474267,0.00003051069],"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":[0.00002599528,0.000309375,0.02031964,0.0001674684,0.0002787224,0.00001766253,0.002600567,0.1499255,0.8074165,0.001498777,0.004015222,0.01342454],"study_design_scores_gemma":[0.001866755,0.00003201009,0.02428342,0.00006241952,0.00008727462,0.0001166103,0.0003309946,0.2566296,0.6983178,0.0009608304,0.01647966,0.0008326537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761232,0.0003702308,0.002798042,0.0001047601,0.00005748897,0.00008600899,0.000006020678,0.000164387,0.02028987],"genre_scores_gemma":[0.998153,0.0001569674,0.001306926,0.00002166222,0.00006952387,0.000004108797,0.00003045944,0.00002101379,0.000236287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090987,"threshold_uncertainty_score":0.4721211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032835741555763,"score_gpt":0.2197801185194337,"score_spread":0.2094517611038761,"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."}}