{"id":"W2108588322","doi":"10.1098/rspb.2007.1545","title":"On the evolution of reproductive restraint in malaria","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Malaria Research and Control","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University; Canada Research Chairs","keywords":"Gametocyte; Malaria; Biology; Parasite hosting; Competition (biology); Plasmodium (life cycle); Basic reproduction number; Evolutionary biology; Zoology; Immunology; Ecology; Demography; Plasmodium falciparum; Population; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001610626,0.00006888449,0.0001663933,0.00001566178,0.0001879764,0.000005824844,0.0003566769,0.00007554951,0.00006175137],"category_scores_gemma":[0.002272795,0.00002611515,0.0001626212,0.000487748,0.001784252,0.00002858377,0.0001122516,0.0002363642,0.000001497277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007419614,"about_ca_system_score_gemma":0.00009386166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061648,"about_ca_topic_score_gemma":6.295658e-7,"domain_scores_codex":[0.9989217,0.00002095246,0.000181753,0.000251497,0.0004044949,0.0002196074],"domain_scores_gemma":[0.9994789,0.0001485824,0.000116897,0.00007556517,0.0001427312,0.0000373143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004998429,0.000407629,0.5569839,0.00003923367,0.00004256202,6.886748e-7,0.001078599,0.00002770067,0.0762594,0.3614702,0.00286636,0.0003239166],"study_design_scores_gemma":[0.0003256723,0.0009344634,0.9729646,0.00006096448,0.000005972192,0.000004654101,0.001840834,0.001434462,0.006293048,0.01606612,0.00002130307,0.0000478825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747003,0.00009070404,0.000005590656,0.01598696,0.00002428235,0.0003801867,0.000001682551,0.000008427563,0.008801852],"genre_scores_gemma":[0.9993203,0.00002668929,0.0002220838,0.0001398172,0.00005257222,0.00001730663,9.682459e-8,0.000001333703,0.0002197579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4159807,"threshold_uncertainty_score":0.657415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105898035529312,"score_gpt":0.2752593726165061,"score_spread":0.2342003922612129,"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."}}