{"id":"W1535049036","doi":"10.1016/s0167-2991(04)80468-3","title":"In situ investigation of cumene synthesis over dealuminated zeolite catalysts by means of a tapered element oscillating microbalance","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Saskatoon City Hospital Foundation","keywords":"Cumene; Zeolite; Propene; Catalysis; Benzene; Chemistry; Oxalic acid; Inorganic chemistry; Adsorption; In situ; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001575521,0.0004988334,0.001475314,0.0004529632,0.0001431908,0.00002764158,0.000559704,0.0002277607,0.00009147469],"category_scores_gemma":[0.0006199986,0.0004741568,0.0001850022,0.0008497204,0.002619162,0.0003266427,0.000423096,0.0002370383,0.00000273364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007973128,"about_ca_system_score_gemma":0.0003014418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008974654,"about_ca_topic_score_gemma":0.0008455704,"domain_scores_codex":[0.9960701,0.00002648792,0.001321239,0.001026305,0.001061349,0.00049448],"domain_scores_gemma":[0.9973438,0.0003403557,0.0009630233,0.0007417508,0.0005029464,0.0001081498],"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":[0.00003506362,0.00006605071,0.01153536,0.001468082,0.0005286551,0.00001615572,0.007854583,0.0002287726,0.9753208,0.0005462798,0.0001920178,0.002208214],"study_design_scores_gemma":[0.0004969485,0.00002276488,0.0004451591,0.002383307,0.0004678033,0.00000333668,0.003183423,0.0001230829,0.9904418,0.001282955,0.0004448966,0.0007045039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655005,0.009884287,9.981029e-7,0.0001314667,0.00004918298,0.0001825707,0.0003144077,0.00001553204,0.02392104],"genre_scores_gemma":[0.9909259,0.004238444,0.0002710269,0.0000290714,0.00001440293,0.00001854493,0.00007595546,0.00003206412,0.00439456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542542,"threshold_uncertainty_score":0.999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955985274430671,"score_gpt":0.2657176777815587,"score_spread":0.246157825037252,"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."}}