{"id":"W2080294122","doi":"10.1111/j.1574-6941.2012.01350.x","title":"Long-term warming alters the composition of Arctic soil microbial communities","year":2012,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western Forest Products; University of British Columbia","funders":"","keywords":"Species evenness; Tundra; Microbial population biology; Biology; Ecology; Ecosystem; Nutrient cycle; Dominance (genetics); Global warming; Arctic; Proteobacteria; Climate change; Species diversity","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.0003362176,0.0001400757,0.0002478775,0.00007574014,0.0002729046,0.00001117657,0.0002942647,0.000161256,0.004930503],"category_scores_gemma":[0.000006537488,0.0001007799,0.00007507046,0.00007518438,0.000599441,0.00009710391,0.00004676064,0.000217237,0.0003077935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032924,"about_ca_system_score_gemma":0.00002008176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907721,"about_ca_topic_score_gemma":0.0445852,"domain_scores_codex":[0.9988077,0.000323483,0.0002506101,0.00010641,0.00002321416,0.0004885403],"domain_scores_gemma":[0.999069,0.0004877379,0.0001464835,0.000208277,0.00003648673,0.00005206063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004480376,0.0000381521,0.919966,0.00002643001,0.00003695891,0.000002189076,0.00221878,0.00002867681,0.07660645,0.00001153871,0.0006040342,0.0004159395],"study_design_scores_gemma":[0.0003292483,0.0001567362,0.9930518,0.00001980826,0.00004087909,0.0004900688,0.0006523752,0.00002712116,0.004171938,0.00001809471,0.0008935297,0.0001483774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959594,0.0008177555,0.000005206254,0.0004513495,0.001543493,0.000156916,0.00077782,0.0000164132,0.0002716415],"genre_scores_gemma":[0.993809,0.0001607102,0.0000214946,0.001203605,0.0002433111,0.000002271095,0.004506078,0.000004507538,0.0000489905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07308578,"threshold_uncertainty_score":0.9959791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469948148248451,"score_gpt":0.2402478804025115,"score_spread":0.205548398920027,"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."}}