{"id":"W4402009389","doi":"10.3390/agronomy14091949","title":"Plant–Soil Microbial Interaction: Differential Adaptations of Beneficial vs. Pathogenic Bacterial and Fungal Communities to Climate-Induced Drought","year":2024,"lang":"en","type":"article","venue":"Agronomy","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Army Medical Research and Development Command; Agriculture and Agri-Food Canada; Ministry of Science and Higher Education of the Russian Federation","keywords":"Biology; Rhizobacteria; Agroecosystem; Microbiome; Microorganism; Agriculture; Sustainable agriculture; Arbuscular mycorrhizal fungi; Climate change; Ecology; Agronomy; Biotechnology; Rhizosphere; Bacteria","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":[0.0002363421,0.0002684995,0.0003917849,0.0003298711,0.0001965093,0.0005598211,0.0001235665,0.0004408445,0.000535141],"category_scores_gemma":[0.0001941232,0.0001036915,0.0002874465,0.0003378106,0.0001506102,0.0004596761,0.0003567017,0.0003786809,0.0001650486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045143,"about_ca_system_score_gemma":0.0002646193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005147493,"about_ca_topic_score_gemma":0.001003022,"domain_scores_codex":[0.9998544,0.00003397051,0.00001167116,0.00003458298,0.00002558781,0.00003964058],"domain_scores_gemma":[0.9999216,0.00002014252,0.00002040181,0.000002949982,0.00001966434,0.00001529594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002731803,0.00006115623,0.009871979,0.004897367,0.0002045168,0.0005983131,0.0005241674,0.000381562,0.8369501,0.001187463,0.001176734,0.1438735],"study_design_scores_gemma":[0.00006123833,0.00173457,0.5446542,0.001416214,0.0008093712,0.006028835,0.002776523,0.002331238,0.2109667,0.004758279,0.2242868,0.0001760509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6007752,0.3828007,0.005881463,0.0009991286,0.000306139,0.00005525291,0.0006794874,0.00008260028,0.008420015],"genre_scores_gemma":[0.8191316,0.173368,0.003507432,0.0006023844,0.0001477756,0.00004008639,0.0007691099,0.00001396257,0.002419679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005598211,"threshold_uncertainty_score":0.001790166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049337471732531,"score_gpt":0.2192253969541344,"score_spread":0.1987320222368091,"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."}}