{"id":"W211434217","doi":"","title":"Studies evaluating the possible evolution of malaria parasites in response to blood-stage vaccination","year":2009,"lang":"en","type":"dissertation","venue":"ERA","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wissenschaftskolleg zu Berlin; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Wellcome Trust","keywords":"Malaria; Vaccination; Immunology; Stage (stratigraphy); Biology; Evolutionary biology; Virology; Medicine","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":[0.002368766,0.0001648087,0.0003954183,0.0004287414,0.00008503872,0.00002122965,0.0001286154,0.0001438619,0.0001488266],"category_scores_gemma":[0.005002446,0.0001180414,0.00008589512,0.0004754698,0.000009519152,0.00006069635,0.00001614071,0.0004129234,0.00001734905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009246,"about_ca_system_score_gemma":0.0005495129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603412,"about_ca_topic_score_gemma":0.0008183441,"domain_scores_codex":[0.998,0.0004407892,0.000412709,0.0002573867,0.0006341941,0.0002549289],"domain_scores_gemma":[0.9984562,0.0004508451,0.0001782606,0.0003138538,0.0005374779,0.00006333197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1021825,0.001216685,0.0208912,0.002134105,0.001288059,0.0001919989,0.01696929,0.0007436507,0.7597598,0.01126917,0.002131322,0.08122218],"study_design_scores_gemma":[0.002120814,0.001755298,0.9878417,0.0005391032,0.0001860284,0.000003107046,0.002618148,0.0007547739,0.003538894,0.0004817625,0.00004988638,0.0001105048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880487,0.004476929,0.00001359245,0.004205965,0.000120035,0.001473042,0.000009733217,0.00001930864,0.001632689],"genre_scores_gemma":[0.9726316,0.00007331663,0.000307951,0.00007984481,0.000108435,0.0001607207,0.00009818732,0.00001667891,0.02652328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669505,"threshold_uncertainty_score":0.5988757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608870045091444,"score_gpt":0.4130386272657062,"score_spread":0.3769499268147918,"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."}}