{"id":"W3105604674","doi":"10.1094/phyto-08-20-0358-fi","title":"Evolution and Adaptation of Forest and Crop Pathogens in the Anthropocene","year":2020,"lang":"en","type":"article","venue":"Phytopathology","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Domestication; Biology; Adaptation (eye); Anthropocene; Agriculture; Population; Forest ecology; Ecology; Outbreak; Agroforestry; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008540082,0.00004324283,0.00006571505,0.00001208866,0.00003031884,0.00000368735,0.00003963977,0.00004141157,0.000001597693],"category_scores_gemma":[0.00004121937,0.00003368022,0.00001113379,0.00003163356,0.00008598677,0.0000012021,0.0000345851,0.00002755683,4.536925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.263031e-7,"about_ca_system_score_gemma":0.000008035389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001577033,"about_ca_topic_score_gemma":0.00002518393,"domain_scores_codex":[0.999665,0.00004385545,0.00007542136,0.000119511,0.00002963094,0.00006655195],"domain_scores_gemma":[0.9998783,0.000007028074,0.0000324492,0.00004889692,0.00001512418,0.00001818937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009387436,0.0000428694,0.7438234,0.00005290613,0.000005448276,0.00001700626,0.001096131,0.0003012122,0.2499117,0.001072598,0.00021703,0.003365833],"study_design_scores_gemma":[0.0006642986,0.0007947535,0.9888145,0.00000932313,0.00001871678,0.0000882005,0.001493598,0.001932192,0.002609689,0.0005068649,0.002952358,0.0001155542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967284,0.001060038,0.001424437,0.0004880492,0.00001845295,0.00005129123,0.0000167923,0.000001639758,0.0002108617],"genre_scores_gemma":[0.9990235,0.0003055518,0.0003514698,0.0002594088,0.00004018993,0.000001514764,0.00001315453,0.000001780977,0.000003454458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247302,"threshold_uncertainty_score":0.137344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238623839200141,"score_gpt":0.2294555940384042,"score_spread":0.2070693556464027,"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."}}