{"id":"W4413131156","doi":"10.9734/arrb/2025/v40i82290","title":"Options for Effective Forest Management of the Oak Wilt Fungus (Bretziella fagacearum) in the Eastern United States","year":2025,"lang":"en","type":"article","venue":"Annual Research & Review in Biology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Agroforestry; Wilt disease; Biodiversity; Limiting; Geography; Forest management; Environmental science; Ecology; Biology; Horticulture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007395469,0.0002950167,0.0003413458,0.0007605753,0.0005398101,0.001341154,0.0005139244,0.0008774775,0.004130479],"category_scores_gemma":[0.0004770788,0.0001012663,0.0003090859,0.0004301549,0.0002607681,0.001040301,0.0006492213,0.0009665761,0.0005397836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911505,"about_ca_system_score_gemma":0.002598423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00761616,"about_ca_topic_score_gemma":0.02360113,"domain_scores_codex":[0.9998524,0.0000332064,0.00001198987,0.00001788178,0.00004594487,0.00003858518],"domain_scores_gemma":[0.9996403,0.00007014577,0.00009036122,0.000008681443,0.0001178863,0.00007264745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006428593,0.0002694619,0.003990774,0.003401246,0.00005748836,0.0003848027,0.0002850782,0.0009648192,0.007494153,0.005765989,0.04989101,0.9274309],"study_design_scores_gemma":[0.00002646965,0.0002351104,0.01981996,0.007087917,0.0001696815,0.0006317861,0.001383356,0.0004943067,0.001977983,0.00612987,0.9620015,0.00004208697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01228515,0.9388247,0.003024397,0.02445427,0.0007804993,0.00006792496,0.0002340879,0.0001109204,0.02021811],"genre_scores_gemma":[0.07439782,0.9015589,0.01015543,0.006183082,0.0005158933,0.00008339701,0.0004456823,0.00001348982,0.00664634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00761616,"threshold_uncertainty_score":0.01514363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418807391435907,"score_gpt":0.3946168072341534,"score_spread":0.3604287333197944,"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."}}