{"id":"W1903761909","doi":"10.1039/b302380j","title":"Expansion of the glycosynthase repertoire to produce defined manno-oligosaccharides","year":2003,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Repertoire; Chemistry; Glycoside hydrolase; Stereochemistry; Biochemistry; Art; Literature; Enzyme","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":[0.0001726886,0.000341853,0.000166611,0.0001598528,0.0001007263,0.0003605314,0.0002244998,0.0002463773,0.0009461657],"category_scores_gemma":[0.0002381381,0.0001294831,0.0001602644,0.0001722216,0.0002153106,0.0002053058,0.000287116,0.0006219257,0.0003807381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110468,"about_ca_system_score_gemma":0.0001997674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768281,"about_ca_topic_score_gemma":0.000362413,"domain_scores_codex":[0.9998951,0.00001500467,0.000008703411,0.00002049479,0.00003453202,0.00002610888],"domain_scores_gemma":[0.9998381,0.00003928955,0.00003240128,0.00003146999,0.00001528235,0.00004346808],"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":[0.00004041776,0.00001241472,0.00009157214,0.000009109694,0.000002143557,0.00003748403,0.000008036625,0.0001448881,0.997934,0.0003104894,0.00002761575,0.001381853],"study_design_scores_gemma":[0.00001062419,0.000105999,0.0008592883,0.000002894133,0.000007174944,0.0002872473,0.00001200522,0.001290812,0.9946792,0.0001372578,0.00260237,0.000005103839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900573,0.0002576355,0.007113457,0.0000748534,0.00002478584,0.00002588804,0.0001555401,0.0001267032,0.002163901],"genre_scores_gemma":[0.9908838,0.0003064956,0.006600097,0.00003880108,0.000006761019,0.00002189407,0.0003350834,0.00006127176,0.001745801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009461657,"threshold_uncertainty_score":0.003165245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968715218932652,"score_gpt":0.2547444731009748,"score_spread":0.2250573209116482,"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."}}