{"id":"W4412910216","doi":"10.3390/microorganisms13081740","title":"Influence of Ziziphus lotus (Rhamnaceae) Plants on the Spatial Distribution of Soil Bacterial Communities in Semi-Arid Ecosystems","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"OCP Group; Université Mohammed VI Polytechnique","keywords":"Arid; Shrub; Biology; Ecology; Beta diversity; Biodiversity; Alpha diversity; Ecosystem; Lotus; Vegetation (pathology); Rhamnaceae","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845535,0.00009481032,0.0001767024,0.00002744523,0.0001158957,0.000006474283,0.0002363853,0.0000738874,0.0001871919],"category_scores_gemma":[0.00005054014,0.00007472314,0.00002558112,0.0001256941,0.0003074465,0.00004738044,0.0001755655,0.0001222298,0.00003390113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151537,"about_ca_system_score_gemma":0.00001947544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722349,"about_ca_topic_score_gemma":0.0276286,"domain_scores_codex":[0.9992392,0.0001403761,0.0002897233,0.0001011283,0.00008856983,0.0001410019],"domain_scores_gemma":[0.9994075,0.0002403408,0.0001305927,0.0001966819,0.00001345328,0.00001148754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002183238,0.00035641,0.6070969,0.00009081369,0.00007346775,0.000003328119,0.005105286,0.03399764,0.348696,0.002789819,0.001180878,0.0003910709],"study_design_scores_gemma":[0.0004744437,0.00009143811,0.8693469,0.0001032724,0.00001103215,0.000001738367,0.0007964264,0.0007120742,0.1272896,0.0007084249,0.000367735,0.00009688301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983072,0.00002214978,0.000131512,0.0001874499,0.0001402153,0.0001643431,0.0001252873,0.000008444253,0.0009134263],"genre_scores_gemma":[0.9997181,0.00003026768,0.000008766617,0.00007349799,0.00000655038,0.000007783733,0.00006201879,0.000003760378,0.00008923184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26225,"threshold_uncertainty_score":0.9901146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00542153204379653,"score_gpt":0.2005047552551575,"score_spread":0.195083223211361,"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."}}