{"id":"W2782588342","doi":"10.3390/molecules23010115","title":"Zeolites as Catalysts for Fuels Refining after Indirect Liquefaction Processes","year":2018,"lang":"en","type":"review","venue":"Molecules","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Naphtha; Zeolite; Chemistry; Refining (metallurgy); Organic chemistry; Catalysis; Petrochemical; Alkene; Methanol; Cracking; Hydrocarbon; Isomerization; Liquefaction; Butane; Alkylation; Distillation; Fluid catalytic cracking; Refinery; Chemical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002124251,0.0006280495,0.001557416,0.0002109834,0.0001318674,0.000171147,0.000429748,0.000611291,0.0003085378],"category_scores_gemma":[0.0009764562,0.0005112941,0.0007820555,0.0003024314,0.00008809061,0.0001175963,0.0001084703,0.0002306033,0.0003137282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424232,"about_ca_system_score_gemma":0.0003851417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002917899,"about_ca_topic_score_gemma":0.00002513613,"domain_scores_codex":[0.9976535,0.0000456769,0.0007183588,0.0008563803,0.0002703282,0.0004557681],"domain_scores_gemma":[0.9978964,0.0004494167,0.0005556893,0.0007320496,0.0002400818,0.0001263641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003210143,0.00006549193,0.000007901582,0.08675575,0.0006486782,0.00003073308,0.0001470082,3.806327e-8,0.00008445925,0.00001990269,0.001013863,0.9111941],"study_design_scores_gemma":[0.00006580535,0.00002135307,8.554809e-7,0.01090624,0.001358605,0.00004445395,0.00001982618,4.5002e-7,0.01582947,0.00007121095,0.9711134,0.000568307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003570184,0.9862896,0.0000171023,0.00001282923,0.00008156883,0.0001849214,0.0004247408,0.0001484103,0.01248381],"genre_scores_gemma":[0.0002630881,0.9890826,0.0003981191,0.0000386249,0.0006371814,0.001621676,0.001534283,0.000170638,0.006253812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9700996,"threshold_uncertainty_score":0.9997339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966766742763626,"score_gpt":0.3143121623896011,"score_spread":0.2746444949619649,"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."}}