{"id":"W2342346120","doi":"10.1021/acs.iecr.6b00201","title":"Microwave Assisted Synthesis of 5-Hydroxymethylfurfural from Starch in AlCl<sub>3</sub>·6H<sub>2</sub>O/DMSO/[BMIM]Cl System","year":2016,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Levulinic acid; Chemistry; Ionic liquid; Yield (engineering); Starch; Hydroxymethylfurfural; Chloride; Amylopectin; Waxy corn; Organic chemistry; Nuclear chemistry; Amylose; Catalysis; Furfural; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001645543,0.000609567,0.0009632196,0.0006700391,0.00009137155,0.00009509044,0.000978013,0.001041179,0.00004927162],"category_scores_gemma":[0.001258035,0.0005940994,0.0003376718,0.001724256,0.0002039627,0.0002710283,0.0004129996,0.00138261,0.0001117894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985281,"about_ca_system_score_gemma":0.0002215398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143463,"about_ca_topic_score_gemma":0.00001965124,"domain_scores_codex":[0.9950649,0.0001624377,0.00113262,0.0008529875,0.001386108,0.001401015],"domain_scores_gemma":[0.9962133,0.001774407,0.0001324408,0.00115755,0.0002733182,0.0004489891],"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":[0.0001716546,0.00006152839,0.0004251339,0.0003927729,0.0002840911,0.0001167508,0.00007707284,0.001339708,0.9778463,0.000004863853,0.0005121765,0.0187679],"study_design_scores_gemma":[0.001694959,0.00003797954,0.0004047602,0.001633499,0.00005746775,0.00002082238,0.0001705626,0.005733847,0.9893703,0.000004469276,0.0002658374,0.0006054207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974965,0.0002975246,0.0001248024,0.00006972325,0.0004334605,0.0004549932,0.0004196138,0.0004238831,0.0002794404],"genre_scores_gemma":[0.9987572,0.00007901683,0.00005055033,0.000001137247,0.0006583512,0.0001453085,0.0001087906,0.0001822292,0.00001737394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816248,"threshold_uncertainty_score":0.999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541329180245963,"score_gpt":0.2474838980038263,"score_spread":0.2120706062013667,"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."}}