{"id":"W3131505280","doi":"10.1016/j.fuel.2021.120479","title":"Causes of deactivation of an amorphous silica-alumina catalyst used for processing of thermally cracked naphtha in a bitumen partial upgrading process","year":2021,"lang":"en","type":"article","venue":"Fuel","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; China National Offshore Oil Corporation","keywords":"Naphtha; Catalysis; Chemistry; Chemical engineering; Fraction (chemistry); Reactivity (psychology); Nitrogen; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132965,0.0001325961,0.0004507827,0.00009033718,0.00002898752,0.00001455827,0.0001691288,0.0001003433,0.00005826112],"category_scores_gemma":[0.000357579,0.0001282236,0.0001098751,0.0003286803,0.00007379116,0.0002329217,0.00002532153,0.00006623822,2.372246e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003483826,"about_ca_system_score_gemma":0.0002226055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338678,"about_ca_topic_score_gemma":0.0001285591,"domain_scores_codex":[0.9987015,0.00002552452,0.0005792227,0.0002734208,0.0002384755,0.0001818249],"domain_scores_gemma":[0.9988497,0.0001234968,0.0003830163,0.0003004252,0.0002999504,0.00004340052],"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":[0.00009979215,0.0003951013,0.01390866,0.00226662,0.00005486124,0.000004899993,0.003490482,0.00006773607,0.9767413,0.00002096443,0.000002211066,0.002947419],"study_design_scores_gemma":[0.0005371831,0.00002485532,0.002936655,0.0002688645,0.00008413636,0.00000446515,0.002336208,0.001598685,0.9919294,0.0001206831,0.00003274263,0.0001261584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0002009083,0.00004905607,0.00002760983,0.00001088002,0.00009955258,0.00007331958,0.00001408796,0.0003084244],"genre_scores_gemma":[0.9992747,0.00000519983,0.000383577,0.000005180154,0.00004260832,0.00005403919,0.0001477241,0.00002581494,0.00006118062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518811,"threshold_uncertainty_score":0.5228806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353380673791431,"score_gpt":0.2853418335503853,"score_spread":0.261808026812471,"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."}}