{"id":"W4407968276","doi":"10.3389/fpls.2025.1528923","title":"Enhancing drought tolerance in Pisum sativum and Vicia faba through interspecific interactions with a mixed inoculum of Rhizobium laguerreae and non-host beneficial rhizobacteria","year":2025,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Sativum; Vicia faba; Biology; Rhizobacteria; Pisum; Interspecific competition; Rhizobium; Host (biology); Botany; Symbiosis; Inoculation; Horticulture; Bacteria; Rhizosphere; Ecology","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":[0.0005337333,0.0006884857,0.0006206556,0.0004540869,0.0001922277,0.0004090119,0.0005199153,0.0003489323,0.0005044374],"category_scores_gemma":[0.000300234,0.0002305566,0.0004070344,0.0002423946,0.0001596878,0.0002426013,0.0006562552,0.0006426987,0.0001434038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182402,"about_ca_system_score_gemma":0.0003255168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797659,"about_ca_topic_score_gemma":0.00323546,"domain_scores_codex":[0.9995067,0.0001063391,0.00004663402,0.0001090256,0.0001152129,0.0001161435],"domain_scores_gemma":[0.9996939,0.00004813873,0.00009377891,0.00002697141,0.00003573282,0.000101503],"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":[0.0001029364,0.00005869414,0.0004160653,0.00002395895,0.00001189307,0.00002242828,0.00001510607,0.00002342194,0.9985545,0.000009304067,0.000006975657,0.0007546104],"study_design_scores_gemma":[0.00009381598,0.007278601,0.06738801,0.00003521537,0.0002362667,0.0006591428,0.0003369231,0.001841146,0.9196564,0.00004953921,0.002393682,0.00003131032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984766,0.0005095817,0.0005667718,0.0000307105,0.000009080282,0.00002539733,0.00007725788,0.00002631256,0.0002782991],"genre_scores_gemma":[0.9964025,0.0002623316,0.002160372,0.00005309257,0.000006167612,0.00003163827,0.0003123145,0.00001390609,0.0007576532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797659,"threshold_uncertainty_score":0.003760159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006254873819204539,"score_gpt":0.2104040829678669,"score_spread":0.2041492091486623,"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."}}