{"id":"W2796043729","doi":"10.1101/266684","title":"Soil detrital inputs increase stimulate bacterial saprotrophs with different timing and intensity compared to fungal saprotrophs","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Ministry of Environment; Génome Québec","keywords":"Dominance (genetics); Soil water; Biology; Disturbance (geology); Ecology; Soil microbiology; Ecosystem; Ectomycorrhiza; Microbial population biology; Ergosterol; Mycelium; Botany; Mycorrhiza; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009838269,0.0003002996,0.0003067533,0.0004132798,0.0001638903,0.0004558533,0.0001727229,0.0002260136,0.001444603],"category_scores_gemma":[0.0001851235,0.0001349549,0.0002528835,0.0002724724,0.0001915514,0.0002455419,0.0003722638,0.0003628896,0.0001822534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462589,"about_ca_system_score_gemma":0.0001769991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683242,"about_ca_topic_score_gemma":0.003564109,"domain_scores_codex":[0.9998012,0.0000142549,0.000017589,0.00006016473,0.00003898964,0.00006778043],"domain_scores_gemma":[0.999466,0.00005137503,0.0001560495,0.00003557064,0.00007365875,0.0002174057],"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":[0.0006546019,0.0001222928,0.04961482,0.0001291016,0.00005135285,0.0001361894,0.00009394147,0.00009596301,0.9440384,0.00002532752,0.00007978376,0.004958254],"study_design_scores_gemma":[0.000006210643,0.0006529536,0.9339358,0.000007661342,0.0000214989,0.0001379678,0.00021019,0.0003129777,0.06387991,0.00003420261,0.0007940785,0.000006523413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986382,0.0003199154,0.000198484,0.00001356612,0.000005416248,0.000007053375,0.0003774552,0.00002408157,0.0004158039],"genre_scores_gemma":[0.998692,0.00009469988,0.0002198653,0.0000231035,0.000004592217,0.00001118524,0.0004048955,0.000004295129,0.0005452438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683242,"threshold_uncertainty_score":0.004832685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581766986686787,"score_gpt":0.2008423429180813,"score_spread":0.1850246730512135,"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."}}