{"id":"W4401363582","doi":"10.1186/s13007-024-01254-8","title":"A rapid LAMP assay for the diagnosis of oak wilt with the naked eye","year":2024,"lang":"en","type":"article","venue":"Plant Methods","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Materials Research Science and Engineering Center, Harvard University; University of Minnesota; U.S. Department of Agriculture; National Institute of Food and Agriculture; Minnesota Invasive Terrestrial Plants and Pests Center, University of Minnesota; National Science Foundation","keywords":"Wilt disease; Disease; Disease control; Biology; Bacterial wilt; Medicine; Environmental health; Horticulture; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001104947,0.00105635,0.0005418352,0.001038247,0.0002738652,0.000608981,0.0006929999,0.001244641,0.001587853],"category_scores_gemma":[0.001080246,0.0005043758,0.0005478997,0.0003511719,0.0004533557,0.0005146217,0.0006130364,0.0008880325,0.001363673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879132,"about_ca_system_score_gemma":0.0004786489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003605232,"about_ca_topic_score_gemma":0.0005826348,"domain_scores_codex":[0.9982767,0.0004328123,0.0000981084,0.0004075402,0.0006691826,0.0001157506],"domain_scores_gemma":[0.9991597,0.0002892912,0.0001658118,0.00006901729,0.0002703275,0.00004579985],"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":[0.00004191479,0.00003151214,0.0003983741,0.0001432199,0.00000754699,0.00004252141,0.00002902793,0.0001384686,0.9926792,0.0001093827,0.0002493031,0.006129551],"study_design_scores_gemma":[0.00001505558,0.0003560488,0.001849467,0.00005094755,0.00003288122,0.0006450669,0.00004632695,0.007323266,0.9829149,0.0001574079,0.00657738,0.0000311702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2650664,0.007777624,0.7136902,0.000780559,0.0006453641,0.0007010087,0.001274258,0.003900793,0.006163851],"genre_scores_gemma":[0.5067056,0.003894233,0.4779797,0.0004466506,0.00008522264,0.0007828043,0.001351247,0.0001505582,0.008603944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001587853,"threshold_uncertainty_score":0.00584358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140559794401725,"score_gpt":0.3021770797718945,"score_spread":0.2707714818278772,"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."}}