{"id":"W2039135384","doi":"10.1021/ie701745k","title":"Heterogeneous Approach to the Catalytic Cracking of Vacuum Gas Oil","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cracking; Coke; Fluid catalytic cracking; Catalysis; Gasoline; Zeolite; Light crude oil; Atmospheric temperature range; Chemical engineering; Chemistry; Materials science; Thermodynamics; 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":[0.0008518209,0.0002593189,0.0003976293,0.00009063392,0.000222579,0.00005645356,0.001053661,0.0003437736,0.0002057029],"category_scores_gemma":[0.001199252,0.0002151593,0.0002049386,0.0007128195,0.0001448609,0.00005368888,0.0003277404,0.001061435,0.0000306004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056668,"about_ca_system_score_gemma":0.0001889061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000990242,"about_ca_topic_score_gemma":3.942371e-7,"domain_scores_codex":[0.9972011,0.00002866916,0.0004827325,0.0005016091,0.001021913,0.000763929],"domain_scores_gemma":[0.9978969,0.0004288798,0.0000722961,0.00108768,0.000227228,0.0002870213],"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":[0.00004483577,0.0001193203,0.0001804563,0.0002112114,0.0001284345,0.00003571671,0.0003555558,0.007936403,0.985495,0.000006197659,0.00106419,0.004422662],"study_design_scores_gemma":[0.0002994309,0.00000802116,0.000008773903,0.00009285744,0.000020181,0.0001260518,0.0001216542,0.002790142,0.9782426,0.000001802791,0.01807148,0.0002169532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838199,0.0002624849,0.00001224036,0.0001848382,0.00005734891,0.00006629875,0.00005202785,0.00007792254,0.01546694],"genre_scores_gemma":[0.9947518,0.00005415985,0.00003586878,0.0000049616,0.001127307,0.00008483342,0.00004984425,0.00005841047,0.00383284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01700729,"threshold_uncertainty_score":0.877394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191138646424462,"score_gpt":0.296323617661481,"score_spread":0.1772097530190348,"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."}}