{"id":"W2168442789","doi":"10.1038/ismej.2011.124","title":"Shifts in soil microorganisms in response to warming are consistent across a range of Antarctic environments","year":2011,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"British Antarctic Survey; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Koninklijke Nederlandse Akademie van Wetenschappen; Fonds Québécois de la Recherche sur la Nature et les Technologies; Nederlands Instituut voor Ecologie","keywords":"Biology; Ecology; Microorganism; Acidobacteria; Ecosystem; Pyrosequencing; Global warming; Microbial ecology; Abiotic component; Alphaproteobacteria; Species richness; Abundance (ecology); Soil microbiology; Soil water; Climate change; Proteobacteria; Bacteria; 16S ribosomal RNA","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":[0.0003179353,0.000359177,0.0003317189,0.0004233911,0.0004196847,0.000511035,0.0001642185,0.0003375864,0.0005898192],"category_scores_gemma":[0.0004530436,0.0002302495,0.0002747469,0.0004586247,0.00043182,0.0002911113,0.0005264073,0.0003713286,0.0001706917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513789,"about_ca_system_score_gemma":0.0001677044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946858,"about_ca_topic_score_gemma":0.003993553,"domain_scores_codex":[0.9996843,0.00006545905,0.00003512148,0.0001006701,0.00006093453,0.00005350684],"domain_scores_gemma":[0.9996583,0.00005874081,0.0001064462,0.00006199564,0.00006855332,0.00004598359],"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":[0.0004723633,0.00003954913,0.0409421,0.00006607234,0.00006071367,0.00003478714,0.0002342003,0.0002211569,0.9537804,0.00003061353,0.00004911883,0.004069035],"study_design_scores_gemma":[0.000009634837,0.0003373645,0.9277003,0.00001081734,0.00005206765,0.0001366548,0.000489146,0.0003269022,0.06967295,0.0001247397,0.001121739,0.0000176925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983124,0.0003434244,0.000314553,0.00002782232,0.000006457853,0.00001394421,0.000507627,0.0000113759,0.0004624318],"genre_scores_gemma":[0.9977711,0.000349578,0.0006536706,0.00007503682,0.000008683574,0.0000522289,0.000736638,0.00000904803,0.0003439786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001946858,"threshold_uncertainty_score":0.003871083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191259204348815,"score_gpt":0.2666588237250712,"score_spread":0.2347462316815831,"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."}}