{"id":"W2511262270","doi":"10.1128/aem.01708-16","title":"Population Genetics of Hirsutella rhossiliensis, a Dominant Parasite of Cyst Nematode Juveniles on a Continental Scale","year":2016,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Biology; Nematode; Heterodera schachtii; Genetic diversity; Population; Genetic variation; Biological pest control; Host (biology); Ecology; Population genetics; Local adaptation; Zoology; Genetics; Gene","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":[0.0001621549,0.0001528112,0.00009069596,0.0005281226,0.0001361944,0.000158521,0.0001231252,0.0001251098,0.0004749797],"category_scores_gemma":[0.0001826809,0.00006278991,0.0001128821,0.0002468948,0.0001643567,0.00009582953,0.0001422413,0.0001137673,0.00007773229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701988,"about_ca_system_score_gemma":0.0001511186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179377,"about_ca_topic_score_gemma":0.008730598,"domain_scores_codex":[0.9999229,0.00001548193,0.000004711915,0.00002819346,0.00001420879,0.0000145233],"domain_scores_gemma":[0.9998758,0.00001857382,0.00004761002,0.00001109301,0.00002771305,0.00001917443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191447,0.00007112978,0.8008243,0.00005510954,0.000124923,0.0003576829,0.001313889,0.0005348023,0.175233,0.0002518758,0.0001167025,0.02099739],"study_design_scores_gemma":[0.000003142714,0.00006068179,0.9980799,0.000003404863,0.00001201677,0.0001275007,0.0002402063,0.000382963,0.0009026991,0.00002426655,0.0001601046,0.000003101669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995918,0.00003738369,0.0001573804,0.000004961727,4.756187e-7,0.000003034043,0.0000268168,0.000002303969,0.0001759233],"genre_scores_gemma":[0.9995899,0.00002880246,0.0001601912,0.000004797444,0.000001220234,0.000003691971,0.0001003946,7.736047e-7,0.0001102873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179377,"threshold_uncertainty_score":0.008310139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004639851673627477,"score_gpt":0.167421909140054,"score_spread":0.1627820574664265,"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."}}