{"id":"W4388819674","doi":"10.21203/rs.3.rs-3621901/v1","title":"Cotton Leaf Curl Disease Suppression by Interspecies Microbiome Transplantation","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for Environment, Food and Rural Affairs, UK Government; Biotechnology and Biological Sciences Research Council; Pakistan Academy of Sciences; Natural Environment Research Council; Alberta Agricultural Research Institute; Alexander von Humboldt-Stiftung","keywords":"Biology; Leaf curl; Crop; Gossypium; Begomovirus; Rhizosphere; Microbiome; Horticulture; Botany; Plant virus; Agronomy; Virus; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001663032,0.0003579509,0.000220053,0.0003426552,0.0002020578,0.0003042026,0.0001785658,0.0002109458,0.001331148],"category_scores_gemma":[0.0001035442,0.0000939821,0.0002235704,0.0001583604,0.0001574591,0.0001823662,0.0004388445,0.0005570873,0.0002170803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495705,"about_ca_system_score_gemma":0.0002516977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005257707,"about_ca_topic_score_gemma":0.001187742,"domain_scores_codex":[0.9997944,0.00002587635,0.00001309738,0.00004754218,0.00004804455,0.00007098973],"domain_scores_gemma":[0.9998608,0.000008815179,0.00003318158,0.00001554879,0.00001667162,0.00006504008],"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":[0.0001502204,0.00011041,0.0003921611,0.00003162662,0.000005526556,0.00004570942,0.0000277049,0.00002156874,0.9970898,0.00006968306,0.00004422449,0.00201143],"study_design_scores_gemma":[0.0001091904,0.005469596,0.0419069,0.00003079295,0.00007445129,0.0004847409,0.0004140789,0.002103985,0.9382446,0.0002165535,0.01091578,0.00002934384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953161,0.000410192,0.002045923,0.0000724049,0.00006952163,0.00008819626,0.0003313183,0.0001025478,0.001563696],"genre_scores_gemma":[0.9939553,0.0002368117,0.001644457,0.00009325703,0.00001445285,0.00009261271,0.0004767389,0.00001636228,0.00347011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331148,"threshold_uncertainty_score":0.004453123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145127878240181,"score_gpt":0.3770160522928274,"score_spread":0.2625032644688093,"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."}}