{"id":"W2116997584","doi":"10.1002/bip.22335","title":"Synthesis of Glycans and Glycopolymers Through Engineered Enzymes","year":2013,"lang":"en","type":"article","venue":"Biopolymers","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Glycan; Chemistry; Regioselectivity; Anomer; Context (archaeology); Combinatorial chemistry; Glycobiology; Enzyme; Glycosyltransferase; Glycoside hydrolase; Biochemistry; Nanotechnology; Glycoprotein; Catalysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003932295,0.0002509475,0.0003418719,0.00004053395,0.00006660366,0.00003128849,0.0002057607,0.0001889461,0.005186633],"category_scores_gemma":[0.0001184878,0.0002387939,0.000133671,0.0001449324,0.0003188083,0.0001627671,0.00005644923,0.0001007702,0.00002580966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002977465,"about_ca_system_score_gemma":0.00003739432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041067,"about_ca_topic_score_gemma":0.00000318905,"domain_scores_codex":[0.9988285,0.00001140823,0.0003158011,0.0003222093,0.0001924358,0.0003296561],"domain_scores_gemma":[0.9990507,0.0002681801,0.0001165396,0.0003904885,0.00003558291,0.0001384998],"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":[0.00002146737,0.00004099119,0.0003218341,0.0001991489,0.0001147801,0.00000330212,0.0002733288,8.20618e-7,0.9901442,0.0002712591,0.0005680716,0.008040791],"study_design_scores_gemma":[0.0001992208,0.000007186637,0.00005204205,0.00006847591,0.00006703655,0.00001185083,0.001944739,0.00006406145,0.9960464,0.00006187247,0.001212203,0.0002649106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347373,0.003045165,0.00001319132,0.0003402033,0.00007679095,0.00005930177,0.00008228778,0.0001004972,0.06154525],"genre_scores_gemma":[0.9977463,0.0002482902,0.0002206802,0.00004037943,0.0000865109,0.00005693133,0.000009465607,0.00003335412,0.001558072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.063009,"threshold_uncertainty_score":0.9957228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330944423794397,"score_gpt":0.1998596843663454,"score_spread":0.191528739942551,"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."}}