{"id":"W4404290001","doi":"10.3389/fagro.2024.1455448","title":"Crop rotation and fungicides impact microbial biomass, diversity and enzyme activities in the wheat rhizosphere","year":2024,"lang":"en","type":"article","venue":"Frontiers in Agronomy","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Western Grains Research Foundation","keywords":"Rhizosphere; Agronomy; Crop rotation; Biomass (ecology); Fungicide; Crop; Soil enzyme; Biology; Enzyme; Enzyme assay; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001667684,0.00009906569,0.0001086859,0.00002141508,0.000154933,0.0001179865,0.0000899541,0.00006289874,0.00002551805],"category_scores_gemma":[0.000005333523,0.00003744658,0.00004021803,0.0001934569,0.0000866145,0.0001821928,0.0001038732,0.00009913209,7.964424e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005803625,"about_ca_system_score_gemma":0.000006199717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236766,"about_ca_topic_score_gemma":0.002333309,"domain_scores_codex":[0.999446,0.00006848434,0.00008249287,0.0001825514,0.00006521309,0.0001552063],"domain_scores_gemma":[0.9998428,0.00008116908,0.00001616258,0.00002528357,0.000004935606,0.00002964976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005312536,0.00002340192,0.9524239,0.00001439104,0.00002139219,0.00001631381,0.002027679,0.00000546217,0.003952642,0.00007264129,0.00307268,0.03831634],"study_design_scores_gemma":[0.0001862528,0.00009150965,0.988909,0.00003932789,0.00001338764,0.00001331045,0.004722276,0.002897569,0.000426827,0.001228507,0.001293862,0.0001781882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950112,0.004056799,0.00001175257,0.0003163104,0.0001384418,0.0001453599,0.00001772846,0.00001972736,0.0002827584],"genre_scores_gemma":[0.9995209,0.000161161,0.0001387661,0.00004972177,0.00005266674,0.000005976428,0.00001677474,7.131035e-7,0.00005335009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03813815,"threshold_uncertainty_score":0.3381335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009996540954534958,"score_gpt":0.204151803692537,"score_spread":0.1941552627380021,"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."}}