{"id":"W4401724535","doi":"10.1139/cjm-2024-0031","title":"Soil microbiomes from the groundnut basin of Senegal contain plant growth-promoting bacteria with potential for crop improvement in arid soils","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign Agricultural Service; U.S. Department of Agriculture","keywords":"Biology; Agronomy; Firmicutes; Microbial inoculant; Shoot; Soil fertility; Actinobacteria; Siderophore; Soil water; Bradyrhizobium; Horticulture; Inoculation; Botany; Rhizobium; Bacteria; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001041829,0.0006746629,0.0002866671,0.001048903,0.0005798054,0.0004928295,0.00012859,0.0002088188,0.001196052],"category_scores_gemma":[0.0001306778,0.000195532,0.0001883876,0.001122971,0.0002742389,0.000352487,0.0005194665,0.0001738058,0.0002328211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543365,"about_ca_system_score_gemma":0.0004132261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060227,"about_ca_topic_score_gemma":0.03466603,"domain_scores_codex":[0.9999163,0.000008391643,0.000008428119,0.00003158762,0.00001117181,0.00002401222],"domain_scores_gemma":[0.9999281,0.000008480125,0.00002650362,0.000005606555,0.00001655164,0.00001472926],"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":[0.0002917061,0.00005009093,0.2047583,0.0005404943,0.0001278149,0.0008076932,0.001058996,0.0002743889,0.7726105,0.0001028044,0.0001408591,0.01923628],"study_design_scores_gemma":[0.000006840828,0.0001099834,0.9832722,0.00003354875,0.00005980106,0.0006324111,0.001798019,0.0001213167,0.01208486,0.00005635245,0.001810782,0.00001397036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977107,0.0006108271,0.0001616773,0.00003306854,0.000002595152,0.00001248982,0.0008359542,0.000008533239,0.0006240591],"genre_scores_gemma":[0.99707,0.0006085478,0.0005013666,0.00005328864,0.000001875046,0.00001915957,0.001217518,0.000005838872,0.0005223834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060227,"threshold_uncertainty_score":0.02108109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007663144036606982,"score_gpt":0.1795471407228113,"score_spread":0.1718839966862043,"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."}}