{"id":"W1965000755","doi":"10.1139/v10-153","title":"Efficient process for the conversion of xylose to furfural with acidic ionic liquid","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory for Oxo Synthesis and Selective Oxidation","keywords":"Furfural; Chemistry; Xylose; Yield (engineering); Ionic liquid; Catalysis; Hydrogen Sulfate; Sulfonic acid; Organic chemistry; Dehydration; Inorganic chemistry; Fermentation; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002005553,0.0004536966,0.0004117056,0.0001927975,0.0001984389,0.0002864712,0.0004017617,0.0002726837,0.0008171441],"category_scores_gemma":[0.0001458954,0.000149126,0.0003368389,0.0002429116,0.0001837264,0.0004337771,0.0003940343,0.0006151517,0.0004929079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815328,"about_ca_system_score_gemma":0.0003349568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006074781,"about_ca_topic_score_gemma":0.001075663,"domain_scores_codex":[0.9998431,0.00001986176,0.00001388136,0.00002645462,0.00005774662,0.00003898402],"domain_scores_gemma":[0.9999491,0.000008145261,0.00001414755,0.00000681457,0.00001255981,0.000009251874],"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":[0.00002515984,0.00001845285,0.00004970453,0.00005143926,0.000003266012,0.00005180806,0.0000128678,0.00007975263,0.9977423,0.00007553889,0.00002639959,0.001863349],"study_design_scores_gemma":[0.000004380689,0.00005063101,0.0001619628,0.000002249157,0.000005970711,0.00005469262,0.000006881979,0.000474444,0.9981193,0.00001552334,0.001099732,0.000004185835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475737,0.002611848,0.04579123,0.0002246761,0.00005321147,0.0001354477,0.0002660094,0.0002515809,0.003092346],"genre_scores_gemma":[0.9767817,0.001339228,0.01903162,0.00005976443,0.0000131181,0.00005244064,0.0003114242,0.00004517589,0.002365491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008171441,"threshold_uncertainty_score":0.002733648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009703844312006335,"score_gpt":0.1839390737605359,"score_spread":0.1742352294485296,"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."}}