{"id":"W4200496498","doi":"10.1002/cjce.24336","title":"Catalytic conversion of aromatics in fixed‐bed over several zeolites in the liquid phase","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Isomerization; Zeolite; Catalysis; Xylene; Chemistry; p-Xylene; Selectivity; Phase (matter); m-Xylene; Liquid phase; Chemical engineering; Organic chemistry; Toluene; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000312142,0.0001043129,0.0002576697,0.00009123655,0.00001694403,0.00002462626,0.0003291216,0.00007764966,0.000143292],"category_scores_gemma":[0.0005201465,0.00007280518,0.0001226446,0.0002444589,0.00004761954,0.00006537826,0.00001636217,0.0003546024,8.038145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851135,"about_ca_system_score_gemma":0.000290587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006493551,"about_ca_topic_score_gemma":0.0002765671,"domain_scores_codex":[0.9990802,0.00001639469,0.0004235611,0.00007273605,0.0001853865,0.000221763],"domain_scores_gemma":[0.9991821,0.0002938018,0.0001076769,0.0002200405,0.00005570044,0.000140669],"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":[0.00007043351,0.0001013052,0.001017477,0.0003826391,0.0001200359,0.0006432743,0.004698122,0.006268627,0.9858246,0.0002318643,0.0003404712,0.0003011742],"study_design_scores_gemma":[0.0007284427,0.00001059095,0.0001163068,0.0002759909,0.00004357659,0.0001520421,0.0002540319,0.008439306,0.989193,0.00003281925,0.0006414945,0.0001123686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988435,0.0003571993,0.000008448204,0.0004790052,0.00003547403,0.00001746918,0.00001712465,0.000001879113,0.0002399009],"genre_scores_gemma":[0.9997204,0.000006351248,0.00006665521,0.00009299783,0.00007292261,9.626482e-7,0.000009943019,0.0000109444,0.00001880157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004444091,"threshold_uncertainty_score":0.2968909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008974334242103029,"score_gpt":0.2079400609632802,"score_spread":0.1989657267211772,"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."}}