{"id":"W2902047377","doi":"10.18331/brj2018.5.4.3","title":"Novel synthesis of Lewis and Bronsted acid sites incorporated CS-Fe3O4@SO3H catalyst and its application in one-pot synthesis of tri(furyl)methane under aqueous media","year":2018,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; National Research Foundation","keywords":"Furfural; Chemistry; Catalysis; Brønsted–Lowry acid–base theory; Lewis acids and bases; Xylose; Yield (engineering); Carbonization; Organic chemistry; Materials science; Adsorption; Fermentation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021925,0.0002011664,0.0004900835,0.00138028,0.0001041817,0.00005001218,0.0003272167,0.0002334106,0.00004469563],"category_scores_gemma":[0.001694824,0.0001929124,0.0000701547,0.001396452,0.0004049981,0.0002737235,0.0001739041,0.0004016374,0.00001463422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220151,"about_ca_system_score_gemma":0.0001313523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298772,"about_ca_topic_score_gemma":0.0007082473,"domain_scores_codex":[0.9976697,0.0001830494,0.0006318018,0.0002996421,0.0007808303,0.0004349933],"domain_scores_gemma":[0.9976023,0.0009959519,0.0002044771,0.0003182698,0.000607979,0.0002709995],"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":[0.0001888677,0.0001126995,0.002052721,0.0002715401,0.0001580717,0.000007381434,0.0002242905,0.00002037127,0.9650728,0.00002398829,0.00004285357,0.03182446],"study_design_scores_gemma":[0.0006652142,0.00009288434,0.01269853,0.000240324,0.00006936325,0.0001028744,0.0004566756,0.008910156,0.9762899,0.0002281983,0.00005218549,0.0001936764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957898,0.002671417,0.0007642439,0.0001775006,0.00004429941,0.0002754045,0.0001085699,0.00003015243,0.0001386196],"genre_scores_gemma":[0.9975573,0.001365758,0.0008961251,0.000003246259,0.00008316589,0.0000225173,0.00002383008,0.00003826862,0.000009792126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03163078,"threshold_uncertainty_score":0.7866738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975004517453802,"score_gpt":0.2919350012921945,"score_spread":0.2321849561176564,"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."}}