{"id":"W3112523972","doi":"10.15252/msb.20199310","title":"Large‐scale survey and database of high affinity ligands for peptide recognition modules","year":2020,"lang":"en","type":"article","venue":"Molecular Systems Biology","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Structural Genomics Consortium; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Library science; Sociology; Media studies; Computer science","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":[0.0003929228,0.0001691764,0.0003379342,0.0000418188,0.00005360635,0.00001124746,0.0001154982,0.0002213069,5.438541e-7],"category_scores_gemma":[0.0003071535,0.0001506717,0.00008813862,0.0001054924,0.0001034186,0.000003447447,0.0001164402,0.00006265488,8.124694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004865487,"about_ca_system_score_gemma":0.00002066513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009649144,"about_ca_topic_score_gemma":0.00009425296,"domain_scores_codex":[0.9988189,0.0001337475,0.0003065153,0.0004698217,0.0000569257,0.0002141169],"domain_scores_gemma":[0.9992317,0.00003111614,0.0001772675,0.0002647132,0.0002064907,0.00008872546],"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":[0.0001649965,0.0000372679,0.001769358,0.00009135692,0.00008427923,0.000001642784,0.00001993356,0.000004806206,0.9968733,0.00007098081,0.0003909926,0.0004911524],"study_design_scores_gemma":[0.0005667046,0.0006566083,0.0006613829,0.00002630566,0.00004559649,0.00001001463,0.00008305473,0.0004734035,0.9956076,0.0001129541,0.001531317,0.0002250397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848149,0.0007848481,0.1123305,0.000101528,0.0000578919,0.0002761934,0.001588657,0.00002625734,0.00001920955],"genre_scores_gemma":[0.9915611,0.0002003382,0.004207549,0.0002256051,0.0001038235,0.00002633836,0.003638804,0.00002044477,0.00001604656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081229,"threshold_uncertainty_score":0.6144214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349835508680259,"score_gpt":0.2747574196850126,"score_spread":0.25125906459821,"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."}}