{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206196,0.0002067477,0.0002150495,0.0004952658,0.0004496858,0.0005808809,0.00006363775,0.0001538231,0.0006770068],"category_scores_gemma":[0.000212919,0.00008171811,0.0001207989,0.000622576,0.0001921723,0.0002313169,0.0003370741,0.0001099831,0.00008853217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321054,"about_ca_system_score_gemma":0.0001885817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650141,"about_ca_topic_score_gemma":0.01189409,"domain_scores_codex":[0.9998686,0.00001536176,0.00001103286,0.00004004101,0.00003040314,0.00003446576],"domain_scores_gemma":[0.9998821,0.00001131119,0.00004782147,0.00000653254,0.0000259064,0.00002638279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002331126,0.00005006089,0.6386549,0.0001617796,0.00009930469,0.0003562827,0.001618688,0.0002798389,0.3439072,0.00005692656,0.0000960519,0.01448583],"study_design_scores_gemma":[0.00000174596,0.00005628581,0.9945074,0.00001269031,0.00001929007,0.0002370388,0.001028976,0.0001734752,0.003251279,0.0000249082,0.0006834174,0.000003530837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994442,0.0001782561,0.00005294968,0.000006125233,7.123948e-7,0.000001715156,0.0001630806,0.000002479871,0.000150519],"genre_scores_gemma":[0.9990053,0.0001726717,0.0002116245,0.00001915839,0.000002873113,0.000004103055,0.0003660784,0.000001732593,0.0002164799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006650141,"threshold_uncertainty_score":0.01322287,"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."}}