{"id":"W2997074970","doi":"10.1016/j.apsoil.2019.103470","title":"Distribution and abundance of Aphanomyces euteiches in agricultural soils: effect of land use type, soil properties, and crop management practices","year":2019,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Saskatchewan Pulse Growers","keywords":"Rangeland; Agronomy; Soil water; Environmental science; Biology; Soil science","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":[0.00020643,0.0001040391,0.0002531907,0.000009984003,0.00004444964,0.0000186588,0.0000772706,0.00008758868,0.000007677665],"category_scores_gemma":[0.00002376908,0.0000378492,0.0000172209,0.0001407075,0.0001006793,0.00008800566,0.00006904409,0.00006153089,0.000002609227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067479,"about_ca_system_score_gemma":0.000003804962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280796,"about_ca_topic_score_gemma":0.003394277,"domain_scores_codex":[0.9993079,0.00006240173,0.0001765755,0.000221592,0.00007209242,0.0001594131],"domain_scores_gemma":[0.9994549,0.0002241278,0.0002318144,0.00003743759,0.00002460798,0.00002715348],"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":[0.0004477112,0.000085733,0.4252301,0.000268394,0.00004180419,0.0000052748,0.00004732285,0.00005288268,0.5663948,0.0005953333,0.00005040556,0.006780241],"study_design_scores_gemma":[0.000334842,0.0002969637,0.9838016,0.00003459133,0.00001790491,0.000006469782,0.0001241836,0.00003068446,0.01457635,0.00003631376,0.0006426637,0.00009745343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985043,0.0004432417,9.990053e-8,0.00008641116,0.00004339872,0.0003038784,0.00004062248,0.00000862093,0.0005694462],"genre_scores_gemma":[0.9991112,0.000637116,0.00001549954,0.00001462059,0.00001507272,0.00001850914,0.00005553291,6.224014e-7,0.0001317944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5585715,"threshold_uncertainty_score":0.1894086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373606869573876,"score_gpt":0.1964669406424309,"score_spread":0.1827308719466922,"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."}}