{"id":"W2299572604","doi":"10.3389/fmicb.2016.00419","title":"Microbial Communities in a High Arctic Polar Desert Landscape","year":2016,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Arctic; Desert (philosophy); Polar; Ecology; Geography; The arctic; Physical geography; Biology; Environmental science; Oceanography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587673,0.0001723213,0.0002298321,0.0008301625,0.0005522941,0.0006386967,0.00008550486,0.0001344972,0.0001995131],"category_scores_gemma":[0.0001530605,0.0001009174,0.0001092771,0.0007670997,0.0002381293,0.0001614942,0.000264588,0.00009766361,0.00005956323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541845,"about_ca_system_score_gemma":0.0003192188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01672721,"about_ca_topic_score_gemma":0.03138439,"domain_scores_codex":[0.9998729,0.00002407226,0.000008503028,0.00003833136,0.00002499093,0.0000311441],"domain_scores_gemma":[0.9998704,0.00002248502,0.00003948201,0.000004485404,0.00003217643,0.0000309361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164293,0.00005161818,0.8574712,0.000129729,0.0001049553,0.0003417597,0.00179409,0.0005424182,0.1246906,0.00008397128,0.00006691289,0.01440621],"study_design_scores_gemma":[0.00000243404,0.00004877457,0.9960971,0.00001056016,0.00001889651,0.0001606375,0.001146839,0.0003014218,0.001760399,0.00003227337,0.000416949,0.000003701905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994206,0.0002419452,0.00006578437,0.000003724124,8.556497e-7,0.000001212885,0.00007913489,9.279171e-7,0.0001857996],"genre_scores_gemma":[0.9988551,0.0003559722,0.0003606032,0.00001212211,0.000003299012,0.000002780437,0.0002887932,9.19361e-7,0.0001203383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672721,"threshold_uncertainty_score":0.03325969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595262980234255,"score_gpt":0.2036195420092414,"score_spread":0.1876669122068989,"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."}}