{"id":"W2962044329","doi":"10.3389/fevo.2019.00261","title":"The Pedological Context Modulates the Response of Soil Microbial Communities to Agroecological Management","year":2019,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swiss Federal Institute for Forest, Snow and Landscape Research; Fonds De La Recherche Scientifique - FNRS; Génome Québec; Eidgenössische Technische Hochschule Zürich; McGill University","keywords":"Context (archaeology); Agroecosystem; Agroecology; Ecology; Tillage; Agroforestry; Environmental science; Environmental resource management; Biology; Agriculture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002787574,0.00024929,0.0003322636,0.0003510329,0.0003027265,0.0009510801,0.0002250255,0.0003303914,0.0005500432],"category_scores_gemma":[0.000582448,0.0001385525,0.0001671871,0.0004574487,0.0004773526,0.0003483822,0.0005526035,0.0002740742,0.0001182657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005139533,"about_ca_system_score_gemma":0.000341428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642503,"about_ca_topic_score_gemma":0.009737184,"domain_scores_codex":[0.9995334,0.0001404826,0.00002254704,0.0001365299,0.00005965185,0.0001073654],"domain_scores_gemma":[0.9995783,0.00008663466,0.0001404915,0.00002998411,0.00008629871,0.00007831283],"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":[0.0009185477,0.000282794,0.3171459,0.0003309039,0.0002255112,0.0003293672,0.001270156,0.001212807,0.6496701,0.0001985648,0.0001419196,0.02827343],"study_design_scores_gemma":[0.00000423708,0.000173715,0.9930341,0.000008631755,0.00001893407,0.00005909968,0.0009199894,0.0004876495,0.00458015,0.00008256333,0.0006229797,0.000007863141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989924,0.0002036083,0.0003387309,0.00002005028,0.000003722145,0.000007709809,0.00007892149,0.000004106231,0.0003507898],"genre_scores_gemma":[0.9993696,0.0001274719,0.00028772,0.00001665762,0.000002308277,0.000005397672,0.00008203898,0.000002358397,0.0001065464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004642503,"threshold_uncertainty_score":0.009230971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006770161969549374,"score_gpt":0.1881393536927295,"score_spread":0.1813691917231801,"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."}}