{"id":"W3175284516","doi":"10.1128/mbio.01490-21","title":"Generation of a Microsporidia Species Attribute Database and Analysis of the Extensive Ecological and Phenotypic Diversity of Microsporidia","year":2021,"lang":"en","type":"article","venue":"mBio","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Alfred P. Sloan Foundation","keywords":"Microsporidia; Biology; Ecology; Biodiversity; Microbiology","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":[0.0001075604,0.000067017,0.0002732098,0.00005401115,0.0001580795,0.000003163671,0.00005108788,0.00009413221,0.0001491143],"category_scores_gemma":[0.0002117023,0.0000514858,0.00007451337,0.0002515289,0.000417253,0.00002668676,0.0002482812,0.00007006559,0.000001373832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001050948,"about_ca_system_score_gemma":0.00003511802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001464948,"about_ca_topic_score_gemma":0.0001942202,"domain_scores_codex":[0.9994862,0.00007585651,0.000181613,0.0001450156,0.0000213018,0.00008999373],"domain_scores_gemma":[0.999291,0.0001768737,0.0001337229,0.0001817543,0.0002066417,0.00001002999],"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":[0.00001287863,0.00009199782,0.4267076,0.000009973339,0.0003049592,0.000002188037,0.0001922881,0.000007855815,0.5714299,0.000788146,0.000400323,0.00005192945],"study_design_scores_gemma":[0.0002576733,0.00002892007,0.6485767,0.000005587961,0.0005296182,0.000007575205,0.00011213,0.000007533693,0.3501929,0.00001983899,0.000225294,0.00003621637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967462,0.001744378,0.0001997844,0.00005201476,0.0001936688,0.00006334431,0.0009462398,0.00000279296,0.00005161772],"genre_scores_gemma":[0.9989987,0.0003794111,0.0001367046,0.00004556105,0.000008619468,7.83645e-7,0.0002561243,0.000001589385,0.0001724752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2218692,"threshold_uncertainty_score":0.209953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791147039944508,"score_gpt":0.2483473027329087,"score_spread":0.2104358323334636,"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."}}