{"id":"W3116751173","doi":"10.3390/catal11010034","title":"Solvent-Free Benzylation of Glycerol by Benzyl Alcohol Using Heteropoly Acid Impregnated on K-10 Clay as Catalyst","year":2020,"lang":"en","type":"article","venue":"Catalysts","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University Grants Commission","keywords":"Glycerol; Catalysis; Chemistry; Organic chemistry; Biodiesel; Solvent; Benzyl alcohol; Biodiesel production; Alcohol","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"],"consensus_categories":[],"category_scores_codex":[0.00009628688,0.0003858816,0.0004825685,0.0002192342,0.00009163772,0.00004391295,0.0005976453,0.0002431965,0.0001526506],"category_scores_gemma":[0.00009529295,0.0004224924,0.0002738714,0.0006907247,0.00008127335,0.0003579862,0.0001929452,0.0002176285,0.0003401484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339381,"about_ca_system_score_gemma":0.00004162413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101119,"about_ca_topic_score_gemma":0.00001936897,"domain_scores_codex":[0.9980037,0.00002910902,0.0005804544,0.0004924416,0.0004929013,0.0004013793],"domain_scores_gemma":[0.9985035,0.00003378664,0.0001857983,0.0008977829,0.00009807033,0.0002810308],"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":[0.000103059,0.00003837383,0.0001141725,0.0001392528,0.0002290729,0.00001464503,0.0003514079,0.002058879,0.9825539,0.000009440096,0.01342327,0.0009645064],"study_design_scores_gemma":[0.001240212,0.0001563265,0.00006869099,0.00006648879,0.0001703075,0.000009220255,0.0000684499,0.03180725,0.9648454,0.00001308451,0.001169066,0.0003855577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953229,0.001059312,0.0008567058,0.0001887357,0.0003180739,0.0003947465,0.0003957743,0.0004099195,0.001053878],"genre_scores_gemma":[0.9975529,0.00001578151,0.0001104367,0.0001062731,0.00009810756,0.00001173507,0.001948857,0.00009628065,0.00005963412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02974837,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774148031490345,"score_gpt":0.2313536421873573,"score_spread":0.2136121618724538,"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."}}