{"id":"W4386571093","doi":"10.1016/j.scib.2023.09.007","title":"Diversity and function of mountain and polar supraglacial DNA viruses","year":2023,"lang":"en","type":"article","venue":"Science Bulletin","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; Ministry of Science and Technology of the People's Republic of China; Chinese Academy of Sciences; University of British Columbia; National Natural Science Foundation of China","keywords":"Glacier; Ecology; Meltwater; Metagenomics; Ecosystem; Biology; Habitat; Geography; Physical geography; Gene; Genetics","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":[0.0002715792,0.0001672799,0.0002263988,0.001255788,0.0006418133,0.000854925,0.0002221838,0.0003500358,0.0009044834],"category_scores_gemma":[0.0004111036,0.0001189501,0.0001817885,0.0009447096,0.0004788396,0.0004449092,0.0003879542,0.0002620803,0.000212338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742849,"about_ca_system_score_gemma":0.0003887426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264369,"about_ca_topic_score_gemma":0.01090635,"domain_scores_codex":[0.9998357,0.00003142673,0.000006036286,0.00004764345,0.00002147524,0.00005761538],"domain_scores_gemma":[0.9996411,0.00008658005,0.00009259628,0.00001621178,0.00007635564,0.00008710961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009529408,0.00008038143,0.7261567,0.00007670912,0.0001021756,0.0001107888,0.002330982,0.0007588541,0.2483819,0.001280423,0.0002180171,0.01955006],"study_design_scores_gemma":[0.000006183013,0.00008996682,0.9935579,0.000008582291,0.00001787109,0.0001407586,0.001462884,0.0005899186,0.003027345,0.0002413458,0.0008525311,0.00000473218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988635,0.0004885065,0.0001039398,0.00001718145,0.000001899858,0.000001268584,0.00009115437,0.000001735205,0.0004309137],"genre_scores_gemma":[0.999159,0.0002194793,0.00007494746,0.00001159722,0.000004518617,0.00000212416,0.0002139114,0.00000164727,0.0003127651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264369,"threshold_uncertainty_score":0.02514023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787645607686337,"score_gpt":0.2430816383332348,"score_spread":0.2252051822563715,"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."}}