{"id":"W2966862938","doi":"10.1016/j.funeco.2019.06.004","title":"Generalist and specialist Metarhizium insect pathogens retain ancestral ability to colonize plant roots","year":2019,"lang":"en","type":"article","venue":"Fungal ecology","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Metarhizium; Botany; Insect; Galleria mellonella; Rhizosphere; Host (biology); Generalist and specialist species; Hypocreales; Pathogenic fungus; Metarhizium anisopliae; Beauveria; Fungus; Biological pest control; Virulence; Ecology; Ascomycota; Bacteria; Beauveria bassiana","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005707963,0.0002293127,0.0004278929,0.00002042664,0.0001638973,0.00006520622,0.0003313283,0.0002115607,0.002000587],"category_scores_gemma":[0.00017283,0.0001091371,0.00009363392,0.0002308669,0.0001183393,0.00008287978,0.0001853749,0.0002011492,0.0002623782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009930231,"about_ca_system_score_gemma":0.00003206624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002705831,"about_ca_topic_score_gemma":0.01208296,"domain_scores_codex":[0.9980053,0.0002886593,0.00033882,0.0006512898,0.0001595771,0.0005563817],"domain_scores_gemma":[0.9991332,0.0003198104,0.0001064839,0.000142839,0.00007161905,0.0002260312],"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":[0.0001031134,0.00006324155,0.2071691,0.00000799181,0.00001471526,0.00004275779,0.00006068148,0.000009182559,0.7883495,0.00089173,0.0009515896,0.002336354],"study_design_scores_gemma":[0.0003374144,0.0008327377,0.966427,0.000004471065,0.00002791297,0.0001110992,0.00004026845,0.00004654599,0.005345722,0.0003998343,0.02612887,0.0002981368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946723,0.0001676129,0.000001817446,0.002078336,0.0007248852,0.000657981,0.0006183497,0.0000697615,0.001008938],"genre_scores_gemma":[0.9968451,0.00002120241,0.000331729,0.001583447,0.0005377377,0.00003595092,0.00009424907,0.000002655549,0.0005479393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7830038,"threshold_uncertainty_score":0.9989117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445345026548915,"score_gpt":0.2050041421853813,"score_spread":0.1905506919198922,"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."}}