{"id":"W4382195660","doi":"10.1021/acsomega.3c02786","title":"Non-targeted Screening of Natural Products from 288 Fungal Endophytes from Canadian Fruit Crops","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Natural Resources Canada; Canadian Forest Service; Agriculture and Agri-Food Canada; Western University","funders":"Agriculture and Agri-Food Canada; Western University","keywords":"Biology; Pesticide; Bioassay; Plant use of endophytic fungi in defense; Biotechnology; Fungal Diversity; Botany; Agronomy; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001614035,0.0002363671,0.0004611501,0.0002775788,0.0001242061,0.00003238415,0.0002331887,0.0001548769,0.0001236376],"category_scores_gemma":[0.0007033119,0.0001870655,0.00009632272,0.0008549531,0.00008804767,0.0001337827,0.00008293166,0.0003842764,0.000188063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006433871,"about_ca_system_score_gemma":0.000240591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1800167,"about_ca_topic_score_gemma":0.01939528,"domain_scores_codex":[0.9983088,0.00002997641,0.0003304427,0.0005389994,0.0002879137,0.0005038943],"domain_scores_gemma":[0.9987952,0.0001213614,0.0001122108,0.0005155529,0.0002439944,0.0002117169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001524179,0.00002628833,0.01374024,0.0000474909,0.0002129938,0.0001528155,0.0002902377,0.000001330316,0.9419051,0.000007742346,0.03407007,0.009393218],"study_design_scores_gemma":[0.0006050994,0.0000570129,0.2638388,0.0001584307,0.0001015065,0.000006225169,0.0001068054,0.00004925676,0.7232333,0.00004881444,0.0115869,0.0002077574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887394,0.001916473,5.28293e-7,0.007154305,0.0008082539,0.0003966594,0.0005701706,0.000104669,0.0003095497],"genre_scores_gemma":[0.9940115,0.00006932412,0.001357487,0.0005138803,0.001243448,0.000001929721,0.0005412911,0.00004064007,0.002220556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500986,"threshold_uncertainty_score":0.9984982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509044771387482,"score_gpt":0.2305787755091344,"score_spread":0.2154883277952596,"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."}}