{"id":"W4302801351","doi":"10.1093/glycob/cwq160","title":"Meeting and Awards Announcements","year":2010,"lang":"en","type":"article","venue":"Glycobiology","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560296,0.00009351694,0.00009081703,0.00002029426,0.00007112214,0.00001498772,0.0001063805,0.0001425188,0.00001818367],"category_scores_gemma":[0.00006268494,0.00007823604,0.00002647574,0.00002680364,0.00006099969,0.000002637501,0.0001406213,0.00009800775,0.00001189088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001484915,"about_ca_system_score_gemma":0.00002603903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001623488,"about_ca_topic_score_gemma":0.00002391526,"domain_scores_codex":[0.9994845,0.00001318869,0.0001375974,0.000155738,0.00002811035,0.0001808323],"domain_scores_gemma":[0.9996772,0.000005339182,0.00004933899,0.0001961332,0.00003382239,0.00003816427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002504113,0.00002043846,0.009228473,0.00000902512,0.00002882375,4.027134e-7,0.00005377513,0.000001367382,0.9852607,0.0004837692,0.001530799,0.003357448],"study_design_scores_gemma":[0.001374779,0.0006193062,0.02227136,0.000007331533,0.00002318379,0.0002281813,0.0002371947,0.0002531688,0.1013471,0.0003473747,0.872847,0.000444063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922767,0.0002094232,0.0001194803,0.0001146399,0.0003468415,0.00007629534,0.00001213199,0.000009100054,0.006835415],"genre_scores_gemma":[0.9974897,0.00009686888,0.001515368,0.0002555527,0.000190997,0.00001040258,0.000152808,0.000008102218,0.0002802211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8839136,"threshold_uncertainty_score":0.3190373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006663444123648899,"score_gpt":0.2264590211733645,"score_spread":0.2197955770497156,"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."}}