{"id":"W4388230129","doi":"10.1007/s11104-023-06345-4","title":"Cropping sequence affects the structure and diversity of pathogenic and non-pathogenic soil microbial communities","year":2023,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"U.S. Army Medical Research and Development Command; Agriculture and Agri-Food Canada; Manitoba Crop Alliance","keywords":"Biology; Rhizosphere; Botany; Proteobacteria; Actinobacteria; Bulk soil; Bradyrhizobium; Bacteria; 16S ribosomal RNA; Symbiosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451313,0.00009209271,0.0001268378,0.00001401109,0.0007944336,0.00005661454,0.0001269331,0.00005548901,0.0000160562],"category_scores_gemma":[0.000009044894,0.00003536774,0.00002723707,0.00009915088,0.0001544307,0.0000855101,0.0003809018,0.0001489593,0.000001239343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004485329,"about_ca_system_score_gemma":0.000004518909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531488,"about_ca_topic_score_gemma":0.006421651,"domain_scores_codex":[0.9995503,0.00007545077,0.00007963795,0.00009556707,0.00005626401,0.0001427703],"domain_scores_gemma":[0.9995692,0.0002815811,0.00005232933,0.00004367509,0.0000189043,0.00003435113],"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":[0.00002297733,0.00000665011,0.02320221,0.00001946535,0.00001525669,0.00000538848,0.001135894,0.000001516646,0.9718242,0.0000162504,0.0001997859,0.003550413],"study_design_scores_gemma":[0.0002637064,0.0001884815,0.9742049,0.0001296773,0.00004880605,0.0003305618,0.005187193,0.000625696,0.01773073,0.0002577182,0.0007811076,0.0002514399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984052,0.0002236968,1.679799e-7,0.0001851315,0.00007426868,0.00006604392,0.0009917676,0.00001812924,0.00003562787],"genre_scores_gemma":[0.9987748,0.0009265928,0.000003990532,0.00006626994,0.00003285241,7.461042e-7,0.0001467933,5.425842e-7,0.00004736334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9540935,"threshold_uncertainty_score":0.6110221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755751249695778,"score_gpt":0.205581757268414,"score_spread":0.1780242447714562,"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."}}