{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604906,0.0005642879,0.0003117771,0.0006391293,0.0004260299,0.0002702083,0.0002564166,0.0002353675,0.001055894],"category_scores_gemma":[0.0002022135,0.0001401371,0.0002738475,0.0005971763,0.0002179324,0.0001903155,0.0002572359,0.0002942588,0.0002683674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512466,"about_ca_system_score_gemma":0.001339569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405498,"about_ca_topic_score_gemma":0.08921143,"domain_scores_codex":[0.9998354,0.000009655711,0.000007387626,0.00002759389,0.00009788195,0.00002206949],"domain_scores_gemma":[0.9998891,0.00001537207,0.00001389476,0.000007260669,0.00004785597,0.00002643901],"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":[0.00006144115,0.00005190825,0.0008197846,0.0001430114,0.00001167393,0.0001275263,0.00003561789,0.000169323,0.9924043,0.00003388278,0.00006432723,0.006077192],"study_design_scores_gemma":[0.00003703171,0.001246921,0.05676418,0.00003238866,0.0001116881,0.000730847,0.0002959799,0.0007894164,0.9284416,0.00006897077,0.01145351,0.00002745541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871416,0.00234244,0.002474878,0.0000889814,0.00001140563,0.0002548459,0.003194715,0.00006346226,0.004427617],"genre_scores_gemma":[0.9654992,0.00600589,0.01185019,0.0001265844,0.00001129946,0.0001237344,0.007549917,0.00003444868,0.008798727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975945,"threshold_uncertainty_score":0.04782993,"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."}}