{"id":"W2943379602","doi":"10.1098/rspb.2019.0260","title":"Community disassembly and disease: realistic—but not randomized—biodiversity losses enhance parasite transmission","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Division of Environmental Biology; National Institute of General Medical Sciences; National Institutes of Health; David and Lucile Packard Foundation","keywords":"Species richness; Biology; Host (biology); Biodiversity; Ecology; Transmission (telecommunications); Community structure; Species diversity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825501,0.0002015794,0.0003726219,0.0002695336,0.0003839093,0.0009419211,0.0003655768,0.0004025292,0.001122411],"category_scores_gemma":[0.007088406,0.000250594,0.0002660146,0.000162376,0.001033135,0.001038323,0.001053386,0.0005345234,0.0001038823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000648406,"about_ca_system_score_gemma":0.0003994257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007297829,"about_ca_topic_score_gemma":0.001993182,"domain_scores_codex":[0.9985377,0.000728313,0.0001149255,0.000283556,0.0001746929,0.0001608402],"domain_scores_gemma":[0.9943935,0.002435736,0.001771372,0.0008893365,0.0001682729,0.0003417254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003411952,0.001446883,0.4626972,0.0004692891,0.0006407653,0.0003872974,0.0008089002,0.06604169,0.4076516,0.01045755,0.0003429953,0.04564377],"study_design_scores_gemma":[0.0001300731,0.003351856,0.8032458,0.00004201638,0.0001970009,0.000513218,0.0007387369,0.1385164,0.03780948,0.01412622,0.001249511,0.00007962912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961309,0.00003834443,0.003405497,0.00004282222,0.000002311512,0.000008779323,0.0000276199,0.00001425722,0.0003294279],"genre_scores_gemma":[0.9987187,0.00001063291,0.001174964,0.00001769926,0.000001390778,0.000008540557,0.00002292415,0.00000273948,0.00004225309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825501,"threshold_uncertainty_score":0.009654284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329502831712294,"score_gpt":0.2540449281986549,"score_spread":0.2407498998815319,"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."}}