{"id":"W4390703911","doi":"10.1093/ismeco/ycad004","title":"A multiyear time series (2004–2012) of bacterial and archaeal community dynamics in a changing Arctic Ocean","year":2024,"lang":"en","type":"article","venue":"ISME Communications","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Concordia University; Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"Fisheries and Oceans Canada; Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Arctic; Climate change; Oceanography; Environmental science; Thaumarchaeota; Arctic vegetation; Ecosystem; Sea ice; Ecology; Biology; Geology; Archaea; Tundra","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":[0.0004879803,0.00008479592,0.0001243852,0.0001178682,0.00017656,0.00002558629,0.0004112446,0.00005327989,0.0004259362],"category_scores_gemma":[0.00002814323,0.000079141,0.00002625769,0.0004305304,0.0004340366,0.0001914611,0.0008391092,0.0003950797,0.0000640947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365927,"about_ca_system_score_gemma":0.00001207661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008911729,"about_ca_topic_score_gemma":0.001405867,"domain_scores_codex":[0.9991843,0.0002808121,0.0001956375,0.00009582825,0.00007930373,0.000164123],"domain_scores_gemma":[0.9990124,0.0002088214,0.0000392271,0.0006854247,0.000005908471,0.00004821391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005241708,0.004879045,0.1406286,0.002158878,0.0009136287,0.00006736486,0.4771067,0.007373513,0.1061002,0.1101876,0.003054782,0.1470056],"study_design_scores_gemma":[0.002142345,0.0006326602,0.06293763,0.0016014,0.0002138976,0.0001808665,0.01294411,0.8239902,0.0007388372,0.04518797,0.04800097,0.001429164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990511,0.001023728,0.00008309699,0.001804854,0.0000689267,0.0002136486,0.00005236373,0.00004732236,0.006195034],"genre_scores_gemma":[0.9956343,0.0003839872,0.002809984,0.00002144446,0.000007433161,0.000007641717,0.00008349284,0.00001289633,0.001038876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8166167,"threshold_uncertainty_score":0.4663702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536267657145218,"score_gpt":0.2458119475631515,"score_spread":0.2304492709916993,"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."}}