{"id":"W6966397767","doi":"10.48336/0ngv-2b59","title":"Extractive desulfurization of fuel oils using ionic liquids","year":2022,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flue-gas desulfurization; Dibenzothiophene; Ionic liquid; Benzothiophene; Sulfur; Thiophene; Decomposition; Sulfate; Pyridinium","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":[0.0001278458,0.0003766619,0.00017555,0.0001639716,0.0001129985,0.0002331283,0.000211286,0.000202045,0.000671769],"category_scores_gemma":[0.0001590888,0.0001866825,0.0002893911,0.0001323448,0.0001382326,0.0003897348,0.0002471968,0.0002992153,0.0002624677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261082,"about_ca_system_score_gemma":0.0001927203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006240205,"about_ca_topic_score_gemma":0.001338062,"domain_scores_codex":[0.9998899,0.0000130778,0.000009824685,0.00002405587,0.00004129681,0.00002199705],"domain_scores_gemma":[0.999943,0.0000110916,0.00002370963,0.00000495977,0.00001275502,0.000004456284],"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":[0.0000247094,0.000006214352,0.00006800133,0.00007820257,0.000003548965,0.0000214108,0.00001419647,0.00009930056,0.9972194,0.00007894832,0.00001909362,0.002366899],"study_design_scores_gemma":[0.000001125004,0.00002496204,0.0001100013,0.000002272888,0.00000261257,0.00001384643,0.000004855514,0.0002940079,0.9989323,0.000007223704,0.0006053995,0.000001479072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843506,0.002311792,0.01015135,0.00007143083,0.00002323757,0.00002835827,0.0001305907,0.0001187111,0.002813972],"genre_scores_gemma":[0.9813998,0.002669612,0.0120716,0.00005541561,0.00001011813,0.00003070613,0.0001738868,0.00003546782,0.00355356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000671769,"threshold_uncertainty_score":0.002247334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344552574425939,"score_gpt":0.2529078289225902,"score_spread":0.2194623031783308,"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."}}