{"id":"W4323826259","doi":"10.1002/9783527827992.ch7","title":"<scp>BTX</scp>Aromatics from Other Conversion Processes","year":2023,"lang":"en","type":"other","venue":"","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Toluene; Isomerization; Benzene; Alkylbenzenes; Decarboxylation; Transalkylation; Oxygenate; Organic chemistry; Methanol; Xylene; Ethylbenzene; Catalysis; Zeolite","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00005582556,0.0003786201,0.0005343117,0.0001158496,0.00003803495,0.0000678555,0.0004196056,0.0006178259,0.04471937],"category_scores_gemma":[0.0004244516,0.0003065699,0.0001693104,0.0001907187,0.0000626985,0.00003601193,0.0001008605,0.0001610009,0.005077944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004279632,"about_ca_system_score_gemma":0.00007041389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136112,"about_ca_topic_score_gemma":0.0005300938,"domain_scores_codex":[0.9985515,0.00001099244,0.000285422,0.0004955719,0.0003681422,0.0002883387],"domain_scores_gemma":[0.9982866,0.0005817874,0.0002672268,0.000711208,0.00004294695,0.0001102098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[8.409659e-7,0.0000522822,0.0007813834,0.0008129029,0.0003766774,0.00001191652,0.0001595817,2.160795e-7,0.0009195989,0.00002799861,0.9961852,0.0006713729],"study_design_scores_gemma":[0.0001599364,0.000002585586,0.00001011043,0.0005286755,0.0001753906,5.78449e-7,0.0006449397,0.00003469822,0.0318,0.00009026827,0.966402,0.0001508225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001502272,0.0009695449,0.00004030369,0.00002731356,0.00014179,0.00006702619,0.0007042715,0.001475769,0.9950717],"genre_scores_gemma":[0.0003766097,0.0005520126,0.0004486715,0.0001154165,0.0006301646,0.0000238484,0.0002661624,0.001350776,0.9962363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03964143,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551279114512348,"score_gpt":0.2214737271133856,"score_spread":0.2059609359682621,"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."}}