{"id":"W2860385896","doi":"10.1016/j.jhazmat.2018.07.008","title":"Oxidative desulfurization process of model fuel under molecular oxygen by polyoxometalate loaded in hybrid material CNTs@MOF-199 as catalyst","year":2018,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Polyoxometalate; Flue-gas desulfurization; Catalysis; Oxidative phosphorylation; Molecular oxygen; Materials science; Oxygen; Chemical engineering; Chemistry; Organic chemistry; 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":[0.00006722924,0.0002488858,0.0001738074,0.0001729382,0.0001446814,0.0001126678,0.0002964507,0.0002905243,0.001359806],"category_scores_gemma":[0.00009405518,0.0001080177,0.0002028912,0.0001173994,0.00009630203,0.000212956,0.00009552726,0.0002298652,0.0001751297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603654,"about_ca_system_score_gemma":0.0001084042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008930779,"about_ca_topic_score_gemma":0.002181357,"domain_scores_codex":[0.9999477,0.000003548934,0.000003406054,0.00001336587,0.00001545499,0.00001644305],"domain_scores_gemma":[0.9999733,0.000005606316,0.000006732528,0.000002774833,0.000006144294,0.000005448549],"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":[0.0002316762,0.00002654923,0.000312664,0.00009897084,0.0000108102,0.0001470033,0.00005024038,0.0002954165,0.9962341,0.0001869045,0.0001025406,0.002303085],"study_design_scores_gemma":[0.000004777303,0.00009491026,0.0006554304,0.000002414835,0.000005911267,0.00002923535,0.00001506317,0.00102684,0.9976171,0.00001856174,0.0005273721,0.00000244149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983739,0.0002463542,0.0005786997,0.00003007644,0.00001650519,0.000006031354,0.0000864106,0.00002570352,0.0006363782],"genre_scores_gemma":[0.9982327,0.0001540357,0.0003830105,0.000005983863,0.000002253597,0.000004033245,0.00008103647,0.000004334896,0.001132541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359806,"threshold_uncertainty_score":0.004549026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387293842972141,"score_gpt":0.2464323536423916,"score_spread":0.2370450597994195,"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."}}