{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000952048,0.0001685261,0.0001727217,0.0001166201,0.0003677973,0.00007576287,0.0001355197,0.0003196222,0.000004499545],"category_scores_gemma":[0.00005119601,0.0001625939,0.0000445443,0.0000368193,0.0002080992,0.0001940913,0.00006159125,0.0002213764,0.000003180543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002755395,"about_ca_system_score_gemma":0.000004637677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000720527,"about_ca_topic_score_gemma":0.000005493588,"domain_scores_codex":[0.9993465,0.000003532639,0.0001113031,0.0002311076,0.00004228476,0.0002652551],"domain_scores_gemma":[0.9995831,0.00002136784,0.00004161234,0.0002921569,0.00001359709,0.00004820523],"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":[0.00002869885,0.00001524287,0.002309115,0.0005309748,0.0001031427,0.000006987188,0.00003257651,0.0001141835,0.8350791,0.0026179,0.0002026082,0.1589594],"study_design_scores_gemma":[0.0005717654,0.00005482541,0.002521953,0.00004967022,0.00002493339,0.0001044267,0.00008339461,0.02816981,0.9613149,0.000141992,0.006634433,0.0003279296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761332,0.0004635307,0.01885643,0.002235112,0.001035555,0.0002124934,0.00001996221,0.0008685547,0.0001751491],"genre_scores_gemma":[0.9968945,0.0001637408,0.002718733,0.0000104782,0.0001478151,0.00001379635,0.000003338122,0.00001948515,0.00002804592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586315,"threshold_uncertainty_score":0.6630387,"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."}}