{"id":"W4404327817","doi":"10.1093/nar/gkae1044","title":"BitterDB: 2024 update on bitter ligands and taste receptors","year":2024,"lang":"en","type":"article","venue":"Nucleic Acids Research","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Innovation; Hebrew University of Jerusalem; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Taste receptor; Receptor; Taste; Bitter taste; Genetics; Biochemistry; Computational biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028011,0.0001748078,0.0002245538,0.0005277222,0.0002168366,0.0004592192,0.000221846,0.0002110394,0.0005379062],"category_scores_gemma":[0.0001031408,0.0001324637,0.000103784,0.0009027193,0.0003207926,0.0001071454,0.0002038479,0.0009907065,0.0007083176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009754603,"about_ca_system_score_gemma":0.00001476249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004360997,"about_ca_topic_score_gemma":0.000003444334,"domain_scores_codex":[0.9978571,0.0001299151,0.0002375374,0.000591631,0.0006605823,0.0005232688],"domain_scores_gemma":[0.9991232,0.0001927378,0.00001609377,0.0003951981,0.0001064477,0.0001663055],"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":[0.0001596471,0.00006000774,0.0005374804,0.0001281395,0.00006399031,0.00005111702,0.0004055193,2.305688e-7,0.178393,0.0008770582,0.6805561,0.1387678],"study_design_scores_gemma":[0.000188576,0.000559838,0.0004059224,0.0006023038,0.00003951265,0.00002224678,0.000122669,0.003904704,0.3508779,0.007234306,0.6356905,0.0003515636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444634,0.0009348331,0.00004067463,0.04109979,0.0006173311,0.0001508165,0.00001235795,0.0004176726,0.01226313],"genre_scores_gemma":[0.9929358,0.0001958861,0.0007016984,0.001006534,0.000433335,0.000009067897,0.00001488315,0.00005642842,0.004646355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724848,"threshold_uncertainty_score":0.9104226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826225858874546,"score_gpt":0.3521460639411551,"score_spread":0.3138838053524097,"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."}}