{"id":"W2952639225","doi":"10.1111/mec.14943","title":"Fungal adaptation to plant defences through convergent assembly of metabolic modules","year":2018,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology; Ohio Agricultural Research and Development Center, Ohio State University; Fonds de recherche du Québec – Nature et technologies; Ohio State University","keywords":"Biology; Gene; Adaptation (eye); Computational biology; Catabolism; Metabolic pathway; Phylogenetic tree; Genome; Plant evolution; Convergent evolution; Gene cluster; Genetics; Enzyme; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493469,0.0002219937,0.0002220345,0.0004921378,0.0002042333,0.0005224635,0.0002421746,0.0002386985,0.000416476],"category_scores_gemma":[0.0004485561,0.0002072324,0.0003008739,0.0004215361,0.0002536637,0.0004542886,0.0005491244,0.0003040078,0.0001976023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703608,"about_ca_system_score_gemma":0.0002534624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000333281,"about_ca_topic_score_gemma":0.0005491527,"domain_scores_codex":[0.9998435,0.00002295023,0.000009339543,0.00005566293,0.00003782226,0.00003084241],"domain_scores_gemma":[0.9997659,0.00004469703,0.00008602195,0.00003598391,0.00002955699,0.00003783112],"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":[0.000209156,0.00006144819,0.02805083,0.0000914858,0.00005257758,0.00017654,0.0002084409,0.002449613,0.9458435,0.001529132,0.00004244491,0.02128486],"study_design_scores_gemma":[0.00006266815,0.001079941,0.4730775,0.00007578365,0.0002297226,0.002913487,0.0007484973,0.06004238,0.4477999,0.005952487,0.007934557,0.00008300108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949145,0.0001872848,0.004159343,0.00002557572,0.000001562146,0.00001368055,0.00005467331,0.00003639768,0.0006069743],"genre_scores_gemma":[0.990931,0.0002293062,0.008158898,0.00002231629,0.000003808056,0.00001291338,0.0002628535,0.00001479175,0.0003640513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005224635,"threshold_uncertainty_score":0.001961648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030917509499422,"score_gpt":0.2619345179350565,"score_spread":0.2416253428400623,"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."}}