{"id":"W2594212515","doi":"10.1016/j.agee.2017.02.020","title":"Increasing the frequency of pulses in crop rotations reduces soil fungal diversity and increases the proportion of fungal pathotrophs in a semiarid agroecosystem","year":2017,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Saskatchewan Pulse Growers","keywords":"Field pea; Biology; Crop rotation; Agronomy; Crop; Agroecosystem; Sativum; Fusarium; Botany; Ecology; Agriculture","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":[0.0007489131,0.0001601269,0.0002821567,0.00001345304,0.0008860469,0.00004502884,0.0003765423,0.0001014594,0.00001224519],"category_scores_gemma":[0.00007572981,0.00004678983,0.00007410029,0.00008927158,0.0001312002,0.0001587907,0.0002971734,0.0001467232,0.000001385137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006392311,"about_ca_system_score_gemma":0.000007267997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01095134,"about_ca_topic_score_gemma":0.03028578,"domain_scores_codex":[0.9984599,0.0003235225,0.0004269093,0.0002715225,0.000315156,0.0002030356],"domain_scores_gemma":[0.9990457,0.0001638222,0.0005750211,0.0001435875,0.00002620929,0.00004565245],"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":[0.00001797723,0.00009914288,0.4343867,0.00002784729,0.00001167561,0.00001567103,0.0001965929,0.00002688613,0.5646894,0.0000635105,0.00001799645,0.0004466311],"study_design_scores_gemma":[0.000142686,0.00006262151,0.9873453,0.0002105072,0.00002457906,0.00005986522,0.001095276,0.00004278814,0.01074151,0.00003922838,0.0001229023,0.0001126975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997305,0.001385923,5.889323e-7,0.0003167789,0.00005642379,0.0005678866,0.0002504361,0.000006113681,0.0001107898],"genre_scores_gemma":[0.9993951,0.0004021056,0.00001433702,0.000007326472,0.00008387179,0.00003958959,0.00002645237,9.47598e-7,0.00003023766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5539479,"threshold_uncertainty_score":0.9956348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086514119062391,"score_gpt":0.1790632728302069,"score_spread":0.168198131639583,"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."}}