{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007072673,0.0006341787,0.0008860293,0.00009761783,0.0003143609,0.0004241415,0.0004622402,0.000640012,0.00001515746],"category_scores_gemma":[0.0005262971,0.0003947909,0.0001353775,0.0009518682,0.00009773115,0.0002214835,0.0009121124,0.0006390538,0.000007488757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634992,"about_ca_system_score_gemma":0.000155186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005229669,"about_ca_topic_score_gemma":0.001164212,"domain_scores_codex":[0.9964454,0.0004122662,0.0007657472,0.001271876,0.0004073614,0.0006974066],"domain_scores_gemma":[0.9984622,0.0001754048,0.0005046013,0.0003557309,0.0002982317,0.0002038057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003234574,0.00008151369,0.01999119,0.0001468301,0.00008388283,0.0001342103,0.000024196,0.00001468516,0.9794475,0.00001447679,0.00001668917,0.00001251626],"study_design_scores_gemma":[0.0002835585,0.00009944984,0.6768795,0.0006193612,0.00006263055,1.222572e-7,0.00003945048,0.0003372863,0.3208813,9.427508e-7,0.0001366998,0.0006596833],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952315,0.002800942,0.000008630423,0.0002942492,0.0003563559,0.0007494633,0.0002704864,0.0002837151,0.000004665008],"genre_scores_gemma":[0.9974886,0.001271509,0.000761366,0.0001067361,0.0001907559,0.0001536424,0.000009252369,0.00001669788,0.000001430377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6585661,"threshold_uncertainty_score":0.9998504,"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."}}