{"id":"W2797771556","doi":"10.1101/298331","title":"Identifying the core bacterial and fungal communities within four agricultural biobeds used for the treatment of pesticide rinsates","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Regina","funders":"Agriculture and Agri-Food Canada","keywords":"Acidobacteria; Biology; Pesticide; Fungicide; Fungal Diversity; Dothideomycetes; Hypocreales; Biodiversity; Alpha diversity; Ecology; Botany; Actinobacteria; Ascomycota; Bacteria; 16S ribosomal RNA; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298216,0.0003446387,0.0003596525,0.00002200156,0.000736807,0.0003501051,0.0004897126,0.0002081004,0.00004644752],"category_scores_gemma":[0.00005832888,0.0001060519,0.0001798865,0.0001597252,0.0002925634,0.0001067946,0.0001883184,0.0002324786,0.000005407442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006031662,"about_ca_system_score_gemma":0.00003357531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006986462,"about_ca_topic_score_gemma":0.0008304195,"domain_scores_codex":[0.9987641,0.0001096448,0.0003710567,0.0002930757,0.0001735975,0.0002885176],"domain_scores_gemma":[0.9980404,0.0009710265,0.0003961591,0.0002225522,0.000291298,0.0000785552],"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":[0.00009097202,0.0001732711,0.01720584,0.00004863457,0.0002451265,0.00000247015,0.0002274926,0.000004962831,0.9815211,0.0002282377,0.0002402269,0.00001160655],"study_design_scores_gemma":[0.0004801208,0.0005906,0.8185365,0.0002806598,0.0004214697,3.02773e-7,0.0004627498,0.0004528575,0.1721531,0.00001172801,0.006115698,0.0004942825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955551,0.0006488921,0.00001091804,0.0003397198,0.001376481,0.0008181153,0.001169917,0.00007846149,0.000002397804],"genre_scores_gemma":[0.9979931,0.0004231328,0.000205394,0.00003117857,0.001097377,0.0002262778,0.000005517979,0.000004874689,0.00001316494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8093681,"threshold_uncertainty_score":0.5666999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07035774110005176,"score_gpt":0.2493676622187717,"score_spread":0.1790099211187199,"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."}}