{"id":"W4244534457","doi":"10.21203/rs.3.rs-232757/v1","title":"Preparation of β(1→3)/β(1→4)-xylooligosaccharides from red alga dulse by two xylanases from Streptomyces thermogriseus&amp;nbsp;","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Streptomyces; Chemistry; Food science; Biology; Bacteria; Genetics","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":[0.0001669865,0.0007099001,0.0003124776,0.0002218794,0.0001992513,0.000297626,0.0002193483,0.0002162352,0.001455405],"category_scores_gemma":[0.0001514959,0.000161414,0.0004840442,0.0003278464,0.0001645853,0.0002880353,0.0003496699,0.0007848349,0.0006397256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454991,"about_ca_system_score_gemma":0.0003244603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423094,"about_ca_topic_score_gemma":0.001193794,"domain_scores_codex":[0.9999084,0.00001453534,0.000006138706,0.00001642718,0.00001513971,0.0000393837],"domain_scores_gemma":[0.9999263,0.000009281312,0.00001294118,0.00001151406,0.00001456813,0.00002533848],"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":[0.0001475101,0.00002005166,0.0001150148,0.00002760479,0.00001232503,0.00007661908,0.00004457577,0.0002169575,0.9969901,0.0001331826,0.00004221658,0.002173841],"study_design_scores_gemma":[0.00001087802,0.00008115859,0.001020473,0.000003019335,0.000008811727,0.00004310284,0.00002623831,0.0002994453,0.9968846,0.0000716643,0.001544505,0.000005908719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879425,0.0004811275,0.008317528,0.00005464752,0.00004268285,0.00005259346,0.0005288866,0.00006594723,0.002514063],"genre_scores_gemma":[0.9793063,0.0005534016,0.01007797,0.00005531038,0.00001119783,0.00004203973,0.002514537,0.0001065359,0.00733259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455405,"threshold_uncertainty_score":0.004868805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460958018482779,"score_gpt":0.359878224375779,"score_spread":0.3152686441909512,"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."}}