{"id":"W4381996675","doi":"10.3389/fmicb.2023.1198131","title":"Pseudomonas spp. can help plants face climate change","year":2023,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Pseudomonas; Agriculture; Climate change; Apoplast; Rhizobacteria; Biology; Salinity; Bacteria; Biotechnology; Environmental science; Agronomy; Rhizosphere; Ecology; Botany; Cell wall","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894669,0.0004873598,0.001546815,0.0001274141,0.0001903615,0.00004655607,0.0007791489,0.0007219369,0.0001465261],"category_scores_gemma":[0.00002549589,0.0002038069,0.000358797,0.0004758432,0.0001171187,0.00006840597,0.0003282423,0.0007721068,0.0006369693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175801,"about_ca_system_score_gemma":0.00002371549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094366,"about_ca_topic_score_gemma":0.002310155,"domain_scores_codex":[0.9975467,0.0004217661,0.0005661316,0.0006027926,0.00004286475,0.0008197206],"domain_scores_gemma":[0.9992157,0.0001948649,0.0003404938,0.0001481638,0.00002208994,0.00007868795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001805989,0.00007959767,0.0001391964,0.0007674196,0.0001014773,0.00007085052,0.00005183201,8.333896e-8,0.003567019,0.000003863988,0.04384905,0.9513515],"study_design_scores_gemma":[0.00007791998,0.0000858701,0.0001185552,0.002730849,0.00005541843,0.0002493455,0.0001600284,0.000001393987,0.00003200778,0.00001435877,0.9960383,0.0004359204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004193631,0.9837059,0.000001226031,0.0001604881,0.003549414,0.0008672342,0.007263068,0.000120066,0.0001389764],"genre_scores_gemma":[0.00005110006,0.9945042,0.00007836578,0.0001231826,0.0003363638,0.000147324,0.004031104,0.000006725063,0.0007216225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9521893,"threshold_uncertainty_score":0.8311003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461568567393637,"score_gpt":0.2815291432145819,"score_spread":0.2169134575406455,"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."}}