{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003791685,0.0007971491,0.001221658,0.0002978872,0.0002589907,0.0001825609,0.0008510894,0.0003625591,0.001018391],"category_scores_gemma":[0.0002959046,0.0006514245,0.0006911331,0.0004018687,0.000121933,0.0002824763,0.0002563223,0.0004386452,0.001696271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864206,"about_ca_system_score_gemma":0.00009348443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004130932,"about_ca_topic_score_gemma":0.00005921724,"domain_scores_codex":[0.9961271,0.00009905011,0.0008033956,0.001282886,0.0008242194,0.00086336],"domain_scores_gemma":[0.9960073,0.0006635678,0.0003982729,0.002440433,0.000113332,0.0003771459],"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":[0.00018602,0.0002716916,0.03355543,0.0006034559,0.0006064572,0.00004793026,0.0005882242,0.0001120321,0.9552814,0.000288149,0.001241582,0.007217672],"study_design_scores_gemma":[0.001087913,0.0001024946,0.003460734,0.0003005167,0.000424901,0.00004883203,0.0001295765,0.0005931936,0.9893875,0.000035888,0.003533083,0.000895413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873114,0.0004677191,0.00003846316,0.00006781051,0.0003681322,0.0003584217,0.0001924752,0.0002266508,0.01096894],"genre_scores_gemma":[0.9936025,0.00001197614,0.00004175498,0.00009940656,0.0004023842,0.00007621069,0.001719464,0.0001325395,0.00391374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0341061,"threshold_uncertainty_score":0.9998948,"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."}}