{"id":"W4206612479","doi":"10.3410/f.740075071.793586178","title":"Faculty Opinions recommendation of Genetically encoded multivalent liquid glycan array displayed on M13 bacteriophage.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycan; Glycomics; LIGA; Molecular biology; Computational biology; Chemistry; Biology; Medicine; Glycoprotein","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001497198,0.0005805707,0.0004627628,0.001249636,0.001308515,0.002671028,0.0009981452,0.002603927,0.4902179],"category_scores_gemma":[0.003300433,0.0004036727,0.000620433,0.001620565,0.0003761981,0.001302122,0.001115268,0.001636413,0.2799952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052369,"about_ca_system_score_gemma":0.004168811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008099095,"about_ca_topic_score_gemma":0.02347789,"domain_scores_codex":[0.9988129,0.00005692236,0.00003998615,0.000120393,0.0008246239,0.0001451135],"domain_scores_gemma":[0.9972977,0.0001271,0.0001587969,0.0001980535,0.001431145,0.0007872119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003724422,0.0000573826,0.000311176,0.0001352554,0.000005840474,0.00007398264,0.00002716846,0.00006585394,0.007424183,0.001409718,0.9096422,0.08081002],"study_design_scores_gemma":[0.00001067288,0.00002395364,0.000536397,0.00003971314,0.000003639814,0.0000296162,0.00002250541,0.00009730125,0.001330623,0.0003779841,0.9975206,0.000006939825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.003222896,0.002535815,0.007230909,0.04574638,0.01717676,0.0007818808,0.01859595,0.005576774,0.8991326],"genre_scores_gemma":[0.00537513,0.001896817,0.0044327,0.006874453,0.001717858,0.0001353502,0.006532592,0.0006362685,0.9723989],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4902179,"threshold_uncertainty_score":0.7271423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585514151945476,"score_gpt":0.3551702912894257,"score_spread":0.329315149769971,"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."}}