{"id":"W4377691661","doi":"10.1101/2023.05.22.541756","title":"Soybean-SCN duel: Novel insight into Soybean’s Resistant Responses to <i>Heterodera glycines</i>","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Agriculture and Agri-Food Canada; University of Illinois at Urbana-Champaign; Ontario Ministry of Agriculture, Food and Rural Affairs; Ministry of Agriculture, Food and Rural Affairs; Grain Farmers of Ontario","keywords":"Soybean cyst nematode; Heterodera; Biology; Phenylpropanoid; Transcriptome; Plant disease resistance; Virulence; Signal transduction; Gene; Jasmonic acid; Effector; Genetics; Cell biology; Nematode; Gene expression; Biosynthesis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001037431,0.0002492905,0.0002121166,0.0002004247,0.000148798,0.0002262313,0.0001111266,0.0001892886,0.0009190807],"category_scores_gemma":[0.00005865633,0.0001129533,0.0002037645,0.0001338791,0.0001238189,0.0001453141,0.0001510369,0.0003368004,0.0002766866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866176,"about_ca_system_score_gemma":0.0001583744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132668,"about_ca_topic_score_gemma":0.002729371,"domain_scores_codex":[0.9999309,0.000004406233,0.000003344782,0.00003052162,0.00001678072,0.00001409528],"domain_scores_gemma":[0.9999603,0.000004770911,0.00001638973,0.000002508083,0.00000646183,0.000009688151],"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":[0.00003660769,0.000004118149,0.0008452404,0.00002145518,0.000002549568,0.00002452005,0.00001072793,0.00002303999,0.9983399,0.00002266547,0.0000425117,0.0006266501],"study_design_scores_gemma":[0.00003982941,0.0004583653,0.4118676,0.00003696357,0.00008732102,0.0009246818,0.000412738,0.00545121,0.5634274,0.0003023361,0.01695444,0.00003709296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888498,0.0008640151,0.003302473,0.0001547971,0.00002599022,0.00002607811,0.005059774,0.0001782675,0.001538797],"genre_scores_gemma":[0.9832055,0.000450363,0.00396903,0.0002636682,0.000009930921,0.00003191416,0.008603775,0.00007658613,0.003389161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132668,"threshold_uncertainty_score":0.003074586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319449508360127,"score_gpt":0.2303482487875836,"score_spread":0.1971537537039823,"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."}}