{"id":"W2885244288","doi":"10.1002/prot.25590","title":"High‐throughput prediction of disordered moonlighting regions in protein sequences","year":2018,"lang":"en","type":"article","venue":"Proteins Structure Function and Bioinformatics","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Information and Intelligent Systems; National Science Foundation","keywords":"Computational biology; Biology; Intrinsically disordered proteins; Computer science; Evolutionary biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206291,0.0001890925,0.0001866267,0.0001111712,0.0001299064,0.00003368581,0.0001108513,0.0002440767,0.00001859911],"category_scores_gemma":[0.0000880593,0.0001526821,0.00004166893,0.0002326605,0.0002404487,0.00003196475,0.0000888135,0.000136771,0.000001119659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001532768,"about_ca_system_score_gemma":0.00006733098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006761261,"about_ca_topic_score_gemma":0.0002015846,"domain_scores_codex":[0.9989251,0.00003339441,0.0004441139,0.0002155224,0.0001683837,0.0002135207],"domain_scores_gemma":[0.9992993,0.000004339347,0.0002439754,0.0002658108,0.0001316523,0.00005487644],"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":[0.0005362184,0.00005865621,0.008226729,0.0004934761,0.0001032794,8.341624e-7,0.0007937286,0.0001002382,0.9480167,0.01183591,0.0001855571,0.0296487],"study_design_scores_gemma":[0.006539383,0.007313235,0.04833008,0.0006050491,0.0001438351,0.0001551375,0.002519303,0.01610596,0.8225402,0.0790469,0.0152121,0.001488787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322052,0.0001430939,0.06583264,0.0001370407,0.0002330218,0.0008685791,0.0001331406,0.00002969795,0.0004175869],"genre_scores_gemma":[0.9661046,0.00003172933,0.03324215,0.00008621673,0.0002338898,0.00002915606,0.0001888076,0.00001242028,0.00007098017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254764,"threshold_uncertainty_score":0.6226195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006553211783393072,"score_gpt":0.2084426531185558,"score_spread":0.2018894413351627,"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."}}