{"id":"W1994590163","doi":"10.1016/j.cej.2012.02.001","title":"Integrated aqueous-phase glycerol reforming to dimethyl ether synthesis—A novel allothermal dual bed membrane reactor concept","year":2012,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimethyl ether; Glycerol; Aqueous solution; Phase (matter); Membrane; Ether; Dual (grammatical number); Chemical engineering; Chemistry; Membrane reactor; Aqueous two-phase system; Chromatography; Organic chemistry; Catalysis; Engineering; Biochemistry","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":[0.0002183457,0.0004283054,0.0004194909,0.0002355851,0.0002337132,0.0005320383,0.001110143,0.0005361757,0.0007834616],"category_scores_gemma":[0.0001151702,0.0003546033,0.0003370465,0.0001484487,0.0002567828,0.001033991,0.0007120319,0.0007608283,0.0006048763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472681,"about_ca_system_score_gemma":0.0002899352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127023,"about_ca_topic_score_gemma":0.0005644845,"domain_scores_codex":[0.9998066,0.0000144207,0.00001119537,0.00005603017,0.00007516988,0.0000365921],"domain_scores_gemma":[0.9999501,0.000007473378,0.00001312835,0.000008446806,0.00001024649,0.00001060327],"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":[0.00006885642,0.00004027141,0.00004654608,0.0000399723,0.000005581757,0.00002212157,0.000009526525,0.0001658819,0.9954162,0.0007138675,0.00005240473,0.003418879],"study_design_scores_gemma":[0.00001645637,0.0001450103,0.0002209696,0.000001884961,0.000009616689,0.00007262752,0.000006566749,0.005193724,0.9921982,0.00009231048,0.002031896,0.0000107649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787746,0.002035223,0.1102232,0.0003049841,0.0002357003,0.0001454632,0.0002723538,0.0009408378,0.007067619],"genre_scores_gemma":[0.9627697,0.0005994085,0.03278292,0.00007191054,0.00004566254,0.00006113727,0.0001414854,0.00003673559,0.003491013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001110143,"threshold_uncertainty_score":0.003245234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102544733214709,"score_gpt":0.2199484703379727,"score_spread":0.2096939970165018,"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."}}