{"id":"W4242922070","doi":"10.32920/ryerson.14650020.v1","title":"A comparative study of GT27 Family N-acetylgalactosaminyltransferases","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Glycosylation; Homo sapiens; In vivo; Escherichia coli; Enzyme; Blot; Gene isoform; Biochemistry; In vitro; Biology; Molecular biology; Computational biology; Chemistry; Gene; 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":[0.0001016903,0.0002739269,0.0001690272,0.0002908499,0.00009649203,0.0002787627,0.0001516204,0.0001683316,0.001184046],"category_scores_gemma":[0.0001538249,0.00006204505,0.0003044792,0.0003143942,0.0001434677,0.0001985474,0.00011894,0.0002331605,0.0006854408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391066,"about_ca_system_score_gemma":0.0002871649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439971,"about_ca_topic_score_gemma":0.0006767681,"domain_scores_codex":[0.9999399,0.000008339075,0.000004251436,0.00001657901,0.00001281342,0.00001812359],"domain_scores_gemma":[0.9999238,0.000009383702,0.00001140076,0.000008341454,0.00001470451,0.00003231173],"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":[0.0003925019,0.00003520088,0.001714209,0.00003627573,0.00001278493,0.0001515466,0.00003424068,0.0001563993,0.9909649,0.0002459505,0.0001238172,0.006132141],"study_design_scores_gemma":[0.000023726,0.0005676505,0.03088151,0.000009925107,0.00004777569,0.001474705,0.0001644875,0.001749567,0.9468949,0.0002853384,0.01788994,0.00001049749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906827,0.002404595,0.002316879,0.00008785805,0.00001785047,0.00001966235,0.000881805,0.00004571554,0.003542912],"genre_scores_gemma":[0.9768141,0.00291641,0.003479126,0.00007125793,0.00001191148,0.0000203479,0.005295418,0.00004745308,0.01134399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001439971,"threshold_uncertainty_score":0.003961027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535884194963096,"score_gpt":0.345657373755331,"score_spread":0.2920689542590214,"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."}}