{"id":"W3091776625","doi":"10.3389/fmicb.2020.561194","title":"Warming Climate Is Reducing the Diversity of Dominant Microbes in the Largest High Arctic Lake","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Watershed; Arctic; Biogeochemical cycle; Environmental science; Climate change; Ecology; Ecosystem; Surface runoff; Biodiversity; Sediment; High latitude; Latitude; Geography; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001464482,0.0002019177,0.0002065995,0.000287108,0.0009618307,0.0007687778,0.0001291357,0.0002268696,0.0005507916],"category_scores_gemma":[0.0003445699,0.0001372738,0.0002213959,0.0005753329,0.0004362487,0.0002792588,0.0004560774,0.0002149424,0.00006572792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052426,"about_ca_system_score_gemma":0.001867435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2327912,"about_ca_topic_score_gemma":0.4684486,"domain_scores_codex":[0.9998639,0.000009694611,0.000005720917,0.00004123148,0.00002844306,0.00005104325],"domain_scores_gemma":[0.999868,0.00001362401,0.00003769766,0.00000658519,0.00003959042,0.00003448913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003349029,0.00007481057,0.5898132,0.0001440256,0.0001405185,0.0001598021,0.001599482,0.001045265,0.3882962,0.0003171745,0.0003780462,0.01769647],"study_design_scores_gemma":[0.000002468226,0.00002875757,0.9943544,0.000005278938,0.0000192129,0.00002384816,0.0008560754,0.0003504158,0.003678395,0.00007654562,0.0005994721,0.000005240535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991385,0.0001743906,0.0001293865,0.00005380086,0.00000271997,0.000002630379,0.0001425512,0.000006741081,0.0003492262],"genre_scores_gemma":[0.9988295,0.0001990953,0.0003920942,0.00006947311,0.000002884316,0.00000322582,0.0002065844,0.000004499696,0.0002926911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327912,"threshold_uncertainty_score":0.4628723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026178121973589,"score_gpt":0.2004578309960934,"score_spread":0.1901960497763575,"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."}}