{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001720322,0.002197087,0.002476989,0.005197937,0.0007308425,0.004934181,0.003163458,0.001942777,0.0597834],"category_scores_gemma":[0.005443998,0.001099561,0.001327856,0.004434683,0.0003979571,0.00356895,0.003538873,0.00235937,0.07927354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082304,"about_ca_system_score_gemma":0.002514649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843734,"about_ca_topic_score_gemma":0.004552439,"domain_scores_codex":[0.9990309,0.0001272087,0.0001612931,0.0001385264,0.000384527,0.0001575556],"domain_scores_gemma":[0.9983034,0.0003123117,0.0001923975,0.000223965,0.000593234,0.000374631],"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":[0.0006494151,0.00004401262,0.0009082787,0.002280636,0.0001316047,0.000141624,0.00005230567,0.0003063591,0.003739204,0.001575412,0.9013408,0.08883029],"study_design_scores_gemma":[0.00006603216,0.00004139602,0.0008525933,0.0003855273,0.00007713502,0.0002572161,0.00002066416,0.0002787037,0.001126447,0.001019408,0.9958312,0.00004364701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006863412,0.110931,0.0171067,0.007659958,0.004795638,0.0004182419,0.7338866,0.06033095,0.0580075],"genre_scores_gemma":[0.005839971,0.03263915,0.01521047,0.003644617,0.0008374667,0.0002834493,0.9190816,0.004558633,0.01790471],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0597834,"threshold_uncertainty_score":0.1999954,"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."}}