{"id":"W2912482103","doi":"10.1101/532838","title":"Horizontal transmission of the entomopathogenic fungal isolate INRS-242 of <i>Beauveria bassiana</i> in emerald ash borer, <i>Agrilus planipennis</i> Fairmaire","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Institut National de la Recherche Scientifique","funders":"Natural Resources Canada","keywords":"Agrilus; Emerald ash borer; Beauveria bassiana; Biology; Bassiana; Fraxinus; Entomopathogenic fungus; Biological pest control; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609607,0.0001708182,0.00008472245,0.0001826186,0.000192649,0.0002085639,0.0001530138,0.000170806,0.0007549432],"category_scores_gemma":[0.00008219758,0.00006339166,0.0001215215,0.00006966553,0.00009886902,0.00007828463,0.0002063373,0.0002891303,0.0002098439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419473,"about_ca_system_score_gemma":0.0001144106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349069,"about_ca_topic_score_gemma":0.00382401,"domain_scores_codex":[0.9998636,0.00002229178,0.000006611691,0.00004006273,0.00003431692,0.00003312296],"domain_scores_gemma":[0.999894,0.00002562733,0.0000302831,0.00001293969,0.00001160766,0.00002554162],"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":[0.00004730731,0.00004456333,0.004822019,0.000007285671,0.000005003783,0.00003746583,0.00003934992,0.00002363049,0.9937316,0.00004215278,0.00002603671,0.001173724],"study_design_scores_gemma":[0.00001952356,0.0008028247,0.3459857,0.000008790479,0.00002666049,0.0004647905,0.0003107472,0.001240806,0.6491497,0.00005115658,0.001928759,0.00001055679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987981,0.00007034656,0.0003767304,0.000012187,0.000003199105,0.000007544842,0.00009976108,0.00001157441,0.00062051],"genre_scores_gemma":[0.997718,0.00004425619,0.0007132942,0.00002136059,0.000002017813,0.000006636969,0.0003037204,0.000004674718,0.001186063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349069,"threshold_uncertainty_score":0.006940722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005182240572369749,"score_gpt":0.1806793148820821,"score_spread":0.1754970743097123,"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."}}