{"id":"W4401056538","doi":"10.3791/66967","title":"Bioassay-Guided Identification of Natural Products for Biocontrol by Thin Layer Chromatography-Direct Bioautography","year":2024,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Agriculture and Agri-Food Canada","funders":"","keywords":"Bioassay; Biopesticide; Thin-layer chromatography; Sclerotinia sclerotiorum; Biology; Pathogen; Biotechnology; Bacteria; Chromatography; Chemistry; Microbiology; Pesticide; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004308106,0.0008991045,0.0004455904,0.0006970533,0.000226611,0.0004685897,0.0003052587,0.000517128,0.0007356714],"category_scores_gemma":[0.0003485936,0.000301532,0.0004069341,0.0004796661,0.0003225985,0.0004203173,0.0003823776,0.0006847594,0.0008254263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305474,"about_ca_system_score_gemma":0.000406923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000593556,"about_ca_topic_score_gemma":0.001875639,"domain_scores_codex":[0.999613,0.00007738344,0.00003280357,0.00008075633,0.0001417146,0.00005446963],"domain_scores_gemma":[0.9996835,0.0001052172,0.00005309207,0.00004264994,0.00008527161,0.00003013974],"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":[0.000008790755,0.000008522601,0.0000440133,0.00002367452,0.000001318523,0.000008813387,0.000004878209,0.00002145092,0.9988159,0.00002178706,0.00001650214,0.001024412],"study_design_scores_gemma":[0.000002660244,0.00008788415,0.0005903214,0.000005305447,0.000004549091,0.00005396749,0.00001171906,0.0005232355,0.9977136,0.00002663116,0.000976038,0.000004231138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.640214,0.008263449,0.3342604,0.0004634899,0.0001771897,0.001161743,0.00261607,0.002030898,0.01081279],"genre_scores_gemma":[0.7110313,0.006297834,0.2700741,0.0002613628,0.0000348824,0.0009823034,0.002889791,0.0002040238,0.008224392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008991045,"threshold_uncertainty_score":0.002461076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600938268100358,"score_gpt":0.360122408780653,"score_spread":0.3341130260996494,"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."}}