{"id":"W1986429690","doi":"10.1080/1521654031000123376","title":"Welcome to the 19th International Congress of Biochemistry and Molecular Biology","year":2003,"lang":"en","type":"article","venue":"IUBMB Life","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Union of Biochemistry and Molecular Biology","funders":"","keywords":"Computational biology; Biology; Biochemistry; Physiology","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":[0.00009674546,0.00009153642,0.00008638103,0.00002337286,0.00003319987,0.00001205589,0.0001664186,0.00007952734,0.00003689054],"category_scores_gemma":[0.0002762177,0.00007630663,0.00004659815,0.00004326346,0.0001124414,0.000001092291,0.00006837771,0.00003439334,0.000004077326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004188632,"about_ca_system_score_gemma":0.00006449916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006001757,"about_ca_topic_score_gemma":0.00000303565,"domain_scores_codex":[0.9994011,0.00004139179,0.0001440282,0.0002178837,0.00007049905,0.0001251122],"domain_scores_gemma":[0.9994681,0.000007740614,0.00004707397,0.0002518339,0.00009627725,0.0001289581],"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":[0.00006578927,0.0000923054,0.01260611,0.00002521295,0.00008865843,0.000002241095,0.00002518506,0.00002067294,0.9685346,0.002117798,0.01618951,0.000231936],"study_design_scores_gemma":[0.0007147162,0.0001017632,0.00119611,0.000009324496,0.00001883429,0.00001049359,0.00009374582,0.00000677753,0.7583428,0.0006018467,0.2387487,0.0001548876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923747,0.002539274,0.001213417,0.001032712,0.0006389842,0.0001246332,0.0001363711,0.000005424001,0.001934496],"genre_scores_gemma":[0.9974167,0.0001578467,0.0005237644,0.0012733,0.0002080207,0.00001687347,0.00008548213,0.000009674464,0.0003083543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225592,"threshold_uncertainty_score":0.3111694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691940446564259,"score_gpt":0.2653000796687136,"score_spread":0.258380675203071,"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."}}