{"id":"W2751965336","doi":"10.1002/bit.26445","title":"Constructing arabinofuranosidases for dual arabinoxylan debranching activity","year":2017,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Jenny ja Antti Wihurin Rahasto; Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Arabinoxylan; Wax; Xylan; Chemistry; Enzyme; Substrate (aquarium); Biochemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104368,0.0004687928,0.0003526875,0.0001484129,0.0001027987,0.0003338887,0.0001577616,0.0003675268,0.0004588364],"category_scores_gemma":[0.0001338401,0.0001358911,0.0003515417,0.0002744426,0.0001682069,0.000204782,0.000280752,0.0005016524,0.0003313917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158398,"about_ca_system_score_gemma":0.0001297997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005273517,"about_ca_topic_score_gemma":0.0005261309,"domain_scores_codex":[0.9998572,0.00002101799,0.00001464025,0.00002727801,0.00004331696,0.00003658666],"domain_scores_gemma":[0.9999022,0.0000118475,0.00002592143,0.00001556585,0.00001484445,0.00002961348],"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":[0.00002270096,0.00001281279,0.00009723831,0.00001015102,0.000003566442,0.00001692485,0.000006560285,0.00006758323,0.9990415,0.000051912,0.00001530613,0.0006536645],"study_design_scores_gemma":[0.000009187699,0.00007466757,0.001134757,0.000001995102,0.000006724179,0.00009176704,0.00001139989,0.0008647135,0.9963463,0.00002666244,0.001427891,0.000003921259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910632,0.00040882,0.007651764,0.00005090707,0.00002329836,0.00003714233,0.0002080124,0.0000597048,0.000497111],"genre_scores_gemma":[0.9888386,0.0002778314,0.008672562,0.000025952,0.000007115759,0.00003548893,0.0005773767,0.00001863857,0.001546556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005273517,"threshold_uncertainty_score":0.00229162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137121016819422,"score_gpt":0.2203533577020485,"score_spread":0.2066412560201063,"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."}}