{"id":"W2585496189","doi":"10.1038/ncomms14196","title":"Climate change reduces extent of temperate drylands and intensifies drought in deep soils","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"U.S. Geological Survey; University of Wyoming; U.S. Department of Energy","keywords":"Temperate climate; Subtropics; Environmental science; Vegetation (pathology); Ecosystem; Arid; Precipitation; Tropics; Ecosystem services; Climate change; Terrestrial ecosystem; Temperate rainforest; Ecology; Agroforestry; Geography; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002622654,0.00008496468,0.0001438488,0.00003650719,0.0003355474,0.00005233956,0.0008058039,0.0001142865,0.00002018816],"category_scores_gemma":[0.0001033262,0.00007384724,0.00002510642,0.00007004017,0.0002550877,0.0002642735,0.001464421,0.0002924068,0.00001383126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004022446,"about_ca_system_score_gemma":0.000002936979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000586253,"about_ca_topic_score_gemma":0.04471517,"domain_scores_codex":[0.999383,0.0000481832,0.0001817993,0.0001428053,0.00009683183,0.0001473966],"domain_scores_gemma":[0.9984314,0.00005725043,0.0001475232,0.001307953,0.00001684652,0.00003898538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002267544,0.0001448552,0.9652707,0.00003222027,0.00001174672,0.000002210707,0.002622708,0.00001731633,0.003490035,0.002727834,0.0001570502,0.02550067],"study_design_scores_gemma":[0.0002359279,0.00002228812,0.9853771,0.0001010003,0.00001017465,0.000007897128,0.0004116741,0.01181977,0.0003025169,0.0003655483,0.001217361,0.0001287422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986172,0.001053679,0.000002880158,0.002802122,0.00009045524,0.0001924161,0.00002510016,0.00001389522,0.009647498],"genre_scores_gemma":[0.9960114,0.003000112,0.0008092906,0.00006258348,0.000009585282,0.0000358843,0.00001790691,0.000007565983,0.00004563536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04412892,"threshold_uncertainty_score":0.9727163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367360116502161,"score_gpt":0.2855553926264999,"score_spread":0.2618817914614783,"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."}}