{"id":"W2781743711","doi":"10.1002/btpr.2597","title":"Preparation and application of sulfated xylan as a flocculant for dye solution","year":2018,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Xylan; Flocculation; Sulfation; Chemistry; Cellulose; Organic chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128881,0.0004950999,0.0003152262,0.0003268733,0.0002623796,0.0002547561,0.0001934486,0.000322577,0.0004338788],"category_scores_gemma":[0.0002102151,0.0001270728,0.0003343647,0.0002588032,0.000156723,0.0002324875,0.0002356437,0.0003019555,0.0001962152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343025,"about_ca_system_score_gemma":0.000426407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008530993,"about_ca_topic_score_gemma":0.001505274,"domain_scores_codex":[0.9998286,0.00002912434,0.0000133703,0.00002632217,0.00008076373,0.00002183921],"domain_scores_gemma":[0.9999157,0.00001153649,0.00001976849,0.00000952242,0.00003020504,0.00001329611],"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":[0.000009210988,0.00001137241,0.00004941069,0.00003200497,0.00000221244,0.0000141937,0.000006570923,0.00006223987,0.9986157,0.00003567764,0.000006238645,0.001155117],"study_design_scores_gemma":[0.000001707592,0.00006419703,0.0003180747,0.000002016995,0.000004185613,0.00002162399,0.000005853939,0.0003083392,0.9987414,0.00001096669,0.0005197357,0.000001924722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983366,0.001575249,0.0132891,0.000112865,0.00003979748,0.0001137088,0.0001063365,0.00005552642,0.001341505],"genre_scores_gemma":[0.9627054,0.001735365,0.03270002,0.00006126176,0.00002217212,0.00007828738,0.0001969876,0.0000254257,0.002474966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008530993,"threshold_uncertainty_score":0.002425611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688762801084414,"score_gpt":0.3474068928628808,"score_spread":0.3305192648520367,"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."}}