{"id":"W4404603045","doi":"10.3389/fmicb.2024.1485197","title":"Harnessing Pseudomonas spp. for sustainable plant crop protection","year":2024,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Murdoch University; Commonwealth Scientific and Industrial Research Organisation","keywords":"Crop protection; Biology; Crop; Pseudomonas; Biotechnology; Agroforestry; Agronomy; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003537511,0.0007779325,0.0008068456,0.002064903,0.0002450604,0.0008986365,0.0003974095,0.0008956165,0.003427095],"category_scores_gemma":[0.0004124246,0.0002304531,0.0005531602,0.00146698,0.0002344155,0.001220635,0.0006112541,0.001182851,0.001584368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696191,"about_ca_system_score_gemma":0.001041652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007824349,"about_ca_topic_score_gemma":0.001557331,"domain_scores_codex":[0.9998006,0.00003020854,0.00002044636,0.00003239358,0.00008852784,0.00002777301],"domain_scores_gemma":[0.9998368,0.00006388759,0.00002778941,0.000006289851,0.00004623715,0.0000189644],"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":[0.00004906048,0.00009282559,0.0001944707,0.03480631,0.0001120536,0.0002561027,0.00008503724,0.0004612011,0.02085932,0.00425488,0.01191187,0.9269168],"study_design_scores_gemma":[0.00001213997,0.0001607959,0.00095254,0.003792462,0.0001439692,0.0008663526,0.00008302225,0.0001277037,0.003464342,0.001499278,0.9888782,0.00001934748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006026202,0.9957588,0.0005032718,0.0003151459,0.0002102438,0.00001164129,0.00004427476,0.00001925167,0.002534705],"genre_scores_gemma":[0.002886319,0.9951243,0.0005582659,0.0001922386,0.00008631486,0.00001065551,0.00006240907,0.000002712739,0.001076895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003427095,"threshold_uncertainty_score":0.01146477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117422082321128,"score_gpt":0.2652134455361834,"score_spread":0.2340392247129721,"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."}}