{"id":"W2898764286","doi":"10.1111/jbi.13456","title":"Australian dryland soils are acidic and nutrient‐depleted, and have unique microbial communities compared with other drylands","year":2018,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Australian Research Council; McGill University","keywords":"Soil water; Environmental science; Biome; Ecosystem; Nutrient; Agronomy; Ecology; Biology; Soil science","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":[0.0002940325,0.0002973599,0.0003521224,0.001430178,0.0008666947,0.000839714,0.0002533841,0.000239023,0.001375652],"category_scores_gemma":[0.0005319866,0.0001950639,0.0001637093,0.002112519,0.0004894004,0.0004655291,0.0008228284,0.0001817601,0.0001792834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009372981,"about_ca_system_score_gemma":0.000619629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05923125,"about_ca_topic_score_gemma":0.1278243,"domain_scores_codex":[0.9997713,0.00003355879,0.00001838551,0.00005897092,0.0000689872,0.00004881304],"domain_scores_gemma":[0.9996088,0.00003549689,0.0001955029,0.00002558643,0.00007837133,0.00005614531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616668,0.0001139984,0.8854166,0.0008034044,0.0002461971,0.0004642619,0.004135721,0.0004255324,0.0574811,0.0005630541,0.0007023649,0.04938599],"study_design_scores_gemma":[0.000001407328,0.00002393802,0.9978089,0.00001120497,0.00001849893,0.00007219556,0.0003854892,0.00005788995,0.0003540082,0.00005564711,0.001207699,0.000003132493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964911,0.0005426859,0.0003044854,0.00005763024,0.00000394304,0.00002082104,0.0003830581,0.00000775776,0.002188474],"genre_scores_gemma":[0.9967009,0.0006321679,0.001061966,0.0001303931,0.000004740717,0.00002668937,0.0004834848,0.000004301505,0.0009552431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05923125,"threshold_uncertainty_score":0.117773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575995824844071,"score_gpt":0.2134448897928014,"score_spread":0.1976849315443607,"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."}}