{"id":"W4317830382","doi":"10.5194/egusphere-2022-1351","title":"Earthworm-invaded boreal forest soils harbour distinct microbial communities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Natural Resources Canada; Canadian Forest Service; University of Alberta","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; University of Alberta; Alberta Conservation Association","keywords":"Earthworm; Microbial population biology; Ecology; Biology; Soil water; Forest floor; Mineralization (soil science); Soil biology; Taiga; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714852,0.0006021863,0.0003996481,0.001186968,0.001072016,0.001155374,0.0002839832,0.0002659134,0.0005993316],"category_scores_gemma":[0.0002256155,0.000170425,0.0002982051,0.0008842655,0.0005614335,0.0004114459,0.0006083411,0.0002892259,0.0001041339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445175,"about_ca_system_score_gemma":0.001595004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2300219,"about_ca_topic_score_gemma":0.4185773,"domain_scores_codex":[0.9996381,0.00001108732,0.00001911222,0.000122597,0.00009095186,0.0001182573],"domain_scores_gemma":[0.9995969,0.00002110188,0.000092084,0.00001358998,0.0001408925,0.000135484],"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":[0.0008063515,0.0001077522,0.4781038,0.000291944,0.0001581785,0.0002889378,0.001430567,0.0001683085,0.5060275,0.0001058628,0.0001249085,0.01238587],"study_design_scores_gemma":[0.000003357402,0.0000679568,0.9966426,0.000005342072,0.00001734657,0.00008877916,0.0004294464,0.0000527027,0.002351338,0.000009482927,0.0003262309,0.00000538508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984092,0.0004310647,0.00010344,0.000007374957,0.000003797903,0.00001587714,0.0005225966,0.000008377045,0.000498225],"genre_scores_gemma":[0.9969409,0.0003707954,0.0005712748,0.00003288537,0.00000501249,0.00001528669,0.001434313,0.000004610479,0.0006248273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2300219,"threshold_uncertainty_score":0.457366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969555054700115,"score_gpt":0.2380255913168133,"score_spread":0.1883300407698121,"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."}}