{"id":"W2045767183","doi":"10.1021/ie800009u","title":"A New Coated Catalyst for the Production of Diacetone Alcohol via Catalytic Distillation","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Amberlite; Distillation; Calcination; Chemistry; Acetone; Aldol condensation; Magnesium; Ion-exchange resin; Chemical engineering; Batch reactor; Ceramic; Condensation; Methyl acetate; Coating; Chromatography; Inorganic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002047922,0.0007848847,0.0004026274,0.0006376551,0.000198567,0.0004914831,0.0008991684,0.000492609,0.0008487728],"category_scores_gemma":[0.0002478697,0.0004896786,0.0003633337,0.000266096,0.0002921913,0.0004863543,0.0004221093,0.0006829352,0.0008321449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003746759,"about_ca_system_score_gemma":0.0003505649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006357412,"about_ca_topic_score_gemma":0.001989044,"domain_scores_codex":[0.9996525,0.00001583032,0.00002291827,0.00006790719,0.0002049953,0.00003596309],"domain_scores_gemma":[0.9998555,0.00002230806,0.00003026804,0.00002379952,0.00002872737,0.00003934377],"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":[0.00002168603,0.00001441081,0.00008507495,0.00008673206,0.000007611098,0.0000496743,0.00001083777,0.0000659885,0.9955344,0.0001603989,0.00005850267,0.00390463],"study_design_scores_gemma":[0.00001054083,0.00009596006,0.0004862969,0.000003667229,0.00001537211,0.0002069946,0.000004352127,0.001100822,0.9948472,0.00002125091,0.003196513,0.00001109496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051512,0.009801571,0.1692131,0.0003277161,0.0004058928,0.0005464995,0.0007773408,0.001767595,0.01200898],"genre_scores_gemma":[0.8886036,0.00378446,0.09501132,0.0001277966,0.00007484732,0.0001304217,0.001035304,0.0001803593,0.01105184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008991684,"threshold_uncertainty_score":0.002839446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369149752870971,"score_gpt":0.332298366834328,"score_spread":0.1953833915472309,"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."}}