{"id":"W3165819437","doi":"10.3389/fmicb.2021.667394","title":"Pulse Frequency in Crop Rotations Alters Soil Microbial Community Networks and the Relative Abundance of Fungal Plant Pathogens","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Saskatchewan Pulse Growers","keywords":"Rhizosphere; Bulk soil; Agronomy; Biology; Crop rotation; Agroecosystem; Crop; Cropping system; Soil microbiology; Tillage; Relative species abundance; Microbial population biology; Soil water; Ecology; Abundance (ecology); Soil fertility; Agriculture; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002438812,0.0002633488,0.000255067,0.0001915251,0.0002423056,0.0004126787,0.0002141208,0.0002102562,0.0006446378],"category_scores_gemma":[0.0003023654,0.0001410741,0.000167596,0.0002683303,0.0002041527,0.0002756092,0.0002937465,0.0004345048,0.0000864561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006473289,"about_ca_system_score_gemma":0.0005880466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009240296,"about_ca_topic_score_gemma":0.0249637,"domain_scores_codex":[0.9997643,0.00003497106,0.00001392946,0.00008730715,0.00003796551,0.0000614793],"domain_scores_gemma":[0.999701,0.00005455085,0.00009748642,0.00002019535,0.00004361791,0.00008320741],"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":[0.000725521,0.0001811837,0.04913951,0.00008920219,0.00005700947,0.0000751215,0.0001972691,0.0001429759,0.9420984,0.00002617275,0.00004845567,0.007219138],"study_design_scores_gemma":[0.0000130721,0.0009165705,0.9719743,0.000007572351,0.00004286602,0.00006251726,0.0003170568,0.0004280328,0.02566181,0.00003204717,0.0005354128,0.00000885068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999558,0.0001055938,0.0001197786,0.000009041743,0.000002097641,0.000006895154,0.00008049147,0.000004384461,0.0001135471],"genre_scores_gemma":[0.9989189,0.000111472,0.0003808473,0.00003614133,0.000002495079,0.0000220348,0.0002786195,0.000004000422,0.0002455525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009240296,"threshold_uncertainty_score":0.01837301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008016854895537728,"score_gpt":0.1898865733751762,"score_spread":0.1818697184796385,"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."}}