{"id":"W4387695175","doi":"10.3897/aca.6.e108170","title":"Characterization of DNA Degrading Microorganisms from Dewar Creek Hot Springs in Western Canada","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Phylum; Hot spring; Metagenomics; Biology; Amplicon; DNA sequencing; Environmental DNA; 16S ribosomal RNA; genomic DNA; Evolutionary biology; Genomics; Bacterial phyla; Amplicon sequencing; Microbiome; Microorganism; Extreme environment; Genetics; Ecology; DNA; Bacteria; Gene; Biodiversity; Polymerase chain reaction; Proteobacteria; Genome; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001515285,0.0001044102,0.0001831662,0.00003315233,0.00007479411,0.00001472129,0.0003229199,0.00008828638,0.002040369],"category_scores_gemma":[0.00003463578,0.000122618,0.00001754705,0.0001979012,0.0001005724,0.0001541876,0.0001659093,0.000184576,0.0002480546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008017057,"about_ca_system_score_gemma":0.00009444709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6255259,"about_ca_topic_score_gemma":0.9483081,"domain_scores_codex":[0.9991199,0.00007643071,0.0002640648,0.0001967354,0.00008697047,0.0002558558],"domain_scores_gemma":[0.9994601,0.0001227373,0.0001395958,0.0002110622,0.000009682685,0.00005682724],"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":[0.0000112187,0.00002431524,0.1039238,0.000004203878,0.000005196762,0.00001559912,0.0005281672,0.00007729715,0.8946162,0.00000840471,0.0001260559,0.000659547],"study_design_scores_gemma":[0.0001426765,0.00001902734,0.8660229,0.0000187882,0.00000363832,0.000001229447,0.00007706275,0.00002809616,0.1324054,0.0002647049,0.0009115856,0.0001049557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989565,0.000001488676,0.00001293475,0.0001660156,0.0001258679,0.0001029542,0.00004120324,0.00002147279,0.0005715663],"genre_scores_gemma":[0.9992679,0.0000203206,0.00004140106,0.0002635294,0.00001150528,0.000004073994,0.0002200144,0.000008927155,0.0001623166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7622108,"threshold_uncertainty_score":0.9988719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810673574321174,"score_gpt":0.2090585356327404,"score_spread":0.1909517998895287,"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."}}