{"id":"W3130794390","doi":"10.1016/j.funbio.2021.02.004","title":"Fungi associated with galleries of the emerald ash borer","year":2021,"lang":"en","type":"article","venue":"Fungal Biology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; National Institute of Food and Agriculture; Minnesota Invasive Terrestrial Plants and Pests Center, University of Minnesota; Minnesota Environment and Natural Resources Trust Fund","keywords":"Biology; Buprestidae; Emerald ash borer; Agrilus; Canker; Botany; Fraxinus; Bark (sound); Bark beetle; Ecology","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":[0.0001007875,0.0004283242,0.0001683709,0.0008972376,0.0004008403,0.0005823483,0.0001126841,0.0002277434,0.0003722051],"category_scores_gemma":[0.0002238057,0.0001230177,0.0001809965,0.0005347237,0.0002031314,0.0001724929,0.00033008,0.0001735852,0.0001421591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214808,"about_ca_system_score_gemma":0.0001858832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214402,"about_ca_topic_score_gemma":0.03194091,"domain_scores_codex":[0.9997994,0.00001207069,0.00002216915,0.00006136015,0.00007169761,0.00003326372],"domain_scores_gemma":[0.9997645,0.00001800696,0.0001174294,0.00001006679,0.0000451585,0.0000449169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002831738,0.00008033394,0.5233626,0.0002266894,0.00005334701,0.001051401,0.001170805,0.0001121752,0.4581141,0.00004725891,0.0001631964,0.01533493],"study_design_scores_gemma":[0.000001993766,0.00008314129,0.9899769,0.00001637043,0.00001400747,0.0006888378,0.0003555173,0.00003719203,0.008139871,0.000007049266,0.0006756407,0.00000348638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977598,0.0006364914,0.0001009445,0.00001738111,0.000004913754,0.00001905438,0.0005920337,0.000005071291,0.0008643598],"genre_scores_gemma":[0.9964399,0.0008752987,0.0006819282,0.00005283957,0.000007224603,0.000008756973,0.0009489008,0.000003058109,0.0009820594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214402,"threshold_uncertainty_score":0.02414668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066022214071187,"score_gpt":0.2112066413078973,"score_spread":0.2031406190938261,"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."}}