{"id":"W4386224646","doi":"10.1002/edn3.469","title":"A nitrifier‐enriched microbial community contributes to the degradation of environmental <scp>DNA</scp>","year":2023,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Genome British Columbia; Genome Canada","keywords":"Mesocosm; Environmental DNA; Biology; Silver carp; Microbial population biology; Ecology; Biodiversity; Ecosystem; Fishery; Fish <Actinopterygii>","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":[0.0002390038,0.0003463023,0.0002089068,0.0002698746,0.0003047127,0.0005784947,0.0001992462,0.0003007801,0.0007567285],"category_scores_gemma":[0.0002364438,0.0001701371,0.000165921,0.0001343768,0.0003088073,0.0002185903,0.0003732494,0.0003098008,0.0001905337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401102,"about_ca_system_score_gemma":0.0002915318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988397,"about_ca_topic_score_gemma":0.005393465,"domain_scores_codex":[0.9997539,0.00002396998,0.00002109541,0.0001088994,0.00005776647,0.00003432179],"domain_scores_gemma":[0.9996402,0.00003945703,0.0001452724,0.0000276162,0.00009284105,0.00005454342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007114599,0.00001552561,0.01655643,0.00003916762,0.000009696348,0.0000365051,0.00004042635,0.00007734419,0.9816381,0.00001529893,0.00001691633,0.00148343],"study_design_scores_gemma":[0.000005911704,0.0004783164,0.5489945,0.00003049201,0.00003983729,0.0003021477,0.000399306,0.001647674,0.4467893,0.0001024201,0.001196033,0.00001411568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984913,0.0001087367,0.0007970233,0.00001997919,0.000003399559,0.000007684615,0.0001627408,0.0000164397,0.0003926986],"genre_scores_gemma":[0.9972319,0.00009879757,0.001317032,0.00004803259,0.000003737121,0.00001899583,0.0003165625,0.000008893459,0.000956009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003988397,"threshold_uncertainty_score":0.007930338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365477689310633,"score_gpt":0.2001366158688415,"score_spread":0.1864818389757352,"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."}}