{"id":"W4283691610","doi":"10.1038/s41586-022-04902-y","title":"Increasing the resilience of plant immunity to a warming climate","year":2022,"lang":"en","type":"article","venue":"Nature","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Howard Hughes Medical Institute; College of Engineering, Michigan State University; National Natural Science Foundation of China; Michigan State University","keywords":"Biology; Plant Immunity; Arabidopsis; Effector; Immunity; Immune system; Transcription factor; Gene; Cell biology; Ecology; Genetics; Mutant","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":[0.0002063603,0.000322669,0.0002264346,0.0001750483,0.0002172764,0.0004661261,0.0001867915,0.0004707925,0.002918985],"category_scores_gemma":[0.0001605594,0.0001429516,0.0002100248,0.0001022601,0.0003448841,0.0004272126,0.0007184723,0.0007507055,0.0004614901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888927,"about_ca_system_score_gemma":0.0001235632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461366,"about_ca_topic_score_gemma":0.0002535112,"domain_scores_codex":[0.9999034,0.00001461784,0.000004210757,0.00002987106,0.00001560237,0.00003222522],"domain_scores_gemma":[0.9998362,0.00002036646,0.00004596358,0.0000268458,0.00001548761,0.00005505393],"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":[0.0000641138,0.00001607837,0.001298796,0.00004533222,0.00001436312,0.00006489047,0.00003260453,0.000239896,0.995751,0.000280931,0.0001194512,0.002072521],"study_design_scores_gemma":[0.0000805537,0.001229889,0.3049134,0.00007499306,0.000155593,0.001518662,0.0007043459,0.007053195,0.6434545,0.0058898,0.03486961,0.00005557158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903143,0.002261759,0.003019681,0.0006377727,0.0001132243,0.00002679493,0.0002630657,0.000282769,0.003080667],"genre_scores_gemma":[0.9979475,0.0003881246,0.0005647282,0.0001896509,0.00002918513,0.00001011872,0.000124409,0.00001652362,0.0007296882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002918985,"threshold_uncertainty_score":0.009764969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008207604478614254,"score_gpt":0.224323054758747,"score_spread":0.2161154502801327,"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."}}