{"id":"W3171880873","doi":"10.1101/2021.06.15.448549","title":"Induced ligno-suberin vascular coating and tyramine-derived hydroxycinnamic acid amides restrict <i>Ralstonia solanacearum</i> colonization in resistant tomato roots","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Lausanne; Consejo Superior de Investigaciones Científicas; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; National Science Council; Agencia Estatal de Investigación; Indian Council of Agricultural Research; Centres de Recerca de Catalunya; Canadian Institute of Steel Construction","keywords":"Ralstonia solanacearum; Bacterial wilt; Suberin; Pathogen; Biology; Wilting; Ralstonia; Microbiology; Botany; Bacteria; Lignin","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":[0.0001040596,0.0002570189,0.0001556864,0.0001051881,0.00008334807,0.0001724352,0.0001705316,0.0001922356,0.00136707],"category_scores_gemma":[0.0000596217,0.0001066655,0.0001671364,0.00004221829,0.000136086,0.0001153952,0.0001352978,0.0004691509,0.0004093662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240245,"about_ca_system_score_gemma":0.00009292148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006396268,"about_ca_topic_score_gemma":0.000813985,"domain_scores_codex":[0.9999349,0.00001203253,0.000004696019,0.00001803351,0.00001574988,0.00001468607],"domain_scores_gemma":[0.999905,0.00001395482,0.00002805831,0.00001217575,0.00001078367,0.00003017063],"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":[0.000009307517,0.000004252352,0.00002045945,0.000003783819,4.99899e-7,0.000003913731,0.000002397994,0.000004287985,0.9998817,0.000006456949,0.000002965674,0.00005992145],"study_design_scores_gemma":[0.0000130039,0.0003015704,0.006620979,0.000003116237,0.000006155199,0.0001010236,0.00002384671,0.0004750454,0.9910712,0.00002159835,0.001359583,0.000002897327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963173,0.0004401171,0.001623143,0.00006456522,0.00001005188,0.00002701835,0.0002119172,0.0000648081,0.00124098],"genre_scores_gemma":[0.9923023,0.0002347777,0.002279534,0.00006635319,0.000006155162,0.00003665588,0.0006606782,0.00004901386,0.004364527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136707,"threshold_uncertainty_score":0.004573286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353154128110209,"score_gpt":0.1924577220988307,"score_spread":0.1789261808177286,"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."}}