{"id":"W4388786862","doi":"10.1093/femsec/fiad151","title":"Lichen-associated microbial members are prevalent in the snow microbiome of a sub-arctic alpine tundra","year":2023,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Tundra; Biology; Lichen; Snow; Arctic; Microbiome; Ecology; Snowmelt; Microbial population biology; Extreme environment; Bacteria; Bioinformatics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001635299,0.0002680412,0.0005536678,0.0002794503,0.000177625,0.00001309773,0.0009503977,0.000485392,0.002586718],"category_scores_gemma":[0.0009479235,0.0002174039,0.0001555902,0.001110032,0.001237489,0.0000839952,0.0006689537,0.000529158,0.002488112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004731621,"about_ca_system_score_gemma":0.00007844647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008231772,"about_ca_topic_score_gemma":0.02879287,"domain_scores_codex":[0.9964426,0.0009964007,0.000562028,0.0005969238,0.00008216853,0.001319929],"domain_scores_gemma":[0.9984249,0.0007019221,0.0002924794,0.0004380567,0.00002701068,0.0001156552],"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":[0.00007757649,0.0003565126,0.2343532,0.0000227923,0.00007379576,0.00009135112,0.000741442,0.00009860299,0.6977561,0.00001295239,0.06628513,0.0001305197],"study_design_scores_gemma":[0.002285116,0.0008048073,0.9539293,0.00003710764,0.00004129427,0.0002714169,0.0005143728,0.00007125853,0.0172864,0.0003122275,0.0240348,0.0004118701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940887,0.00007596309,0.000001400692,0.004070997,0.0004641557,0.0007061972,0.0001585568,0.00005696804,0.0003770727],"genre_scores_gemma":[0.997103,0.0001509473,0.00003233149,0.001392691,0.00004335463,0.0000969273,0.0002945173,0.00002572489,0.0008604546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7195761,"threshold_uncertainty_score":0.998325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385572940700864,"score_gpt":0.2437861100249845,"score_spread":0.2299303806179759,"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."}}