{"id":"W2951261205","doi":"10.3390/catal9060542","title":"Catalyst/Feedstock Ratio Effect on FCC Using Different Catalysts Samples","year":2019,"lang":"en","type":"article","venue":"Catalysts","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Fluid catalytic cracking; Coke; Cracking; Benzene; Materials science; Chemical engineering; Chemistry; Metallurgy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002092722,0.0003748001,0.0004026355,0.0005603293,0.0002461162,0.0004499987,0.000324941,0.0003985815,0.001551196],"category_scores_gemma":[0.0007358501,0.0001583581,0.0002564205,0.0005537104,0.000275779,0.0002406355,0.0002381472,0.0004562398,0.0003042221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562452,"about_ca_system_score_gemma":0.000216254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734393,"about_ca_topic_score_gemma":0.007251959,"domain_scores_codex":[0.9994791,0.00003605341,0.00005164136,0.0001400343,0.0001905133,0.0001027344],"domain_scores_gemma":[0.9996797,0.0001128754,0.0000421775,0.00004145265,0.0001024199,0.00002142305],"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":[0.0003328024,0.00003360467,0.0008155577,0.0001430023,0.00002387814,0.0001140279,0.00005980771,0.0003387219,0.9932667,0.00005570052,0.00007791637,0.004738178],"study_design_scores_gemma":[0.000002263604,0.00008301367,0.002022769,0.000004673709,0.00001441946,0.00003250918,0.00002953841,0.0004228657,0.9969549,0.000007631443,0.0004218539,0.000003597736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995551,0.0008715501,0.000851582,0.00003007167,0.00001320156,0.00002651759,0.000434721,0.0000596279,0.002161728],"genre_scores_gemma":[0.9977067,0.0004290587,0.0009910413,0.0000162807,0.000004362642,0.00001396914,0.0003069251,0.00003882271,0.0004928275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003734393,"threshold_uncertainty_score":0.007425308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775715401896547,"score_gpt":0.2445110092889027,"score_spread":0.2267538552699372,"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."}}