{"id":"W1232851327","doi":"10.5194/hess-16-4633-2012","title":"Preface "Water, climate, and vegetation: ecohydrology in a changing world"","year":2012,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Natural Science Foundation of China; University of New South Wales","keywords":"Ecohydrology; Environmental science; Hydrology (agriculture); Vegetation (pathology); Ecology; Ecosystem; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852424,0.0008927814,0.001298621,0.001641588,0.003274731,0.00367361,0.0009714016,0.002424269,0.05418575],"category_scores_gemma":[0.005754512,0.0002774473,0.0007062565,0.001376214,0.001829761,0.002718874,0.001122569,0.006334382,0.02008734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650506,"about_ca_system_score_gemma":0.001655363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598566,"about_ca_topic_score_gemma":0.02406566,"domain_scores_codex":[0.9994754,0.00008492757,0.00005479336,0.00011139,0.000233067,0.00004038576],"domain_scores_gemma":[0.99533,0.00110511,0.0001321463,0.0001951942,0.002502039,0.0007355866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002602205,0.00001897202,0.0001234449,0.000100874,0.000002918374,0.000067241,0.0000723107,0.0000961419,0.0002070389,0.004631735,0.9798543,0.01479907],"study_design_scores_gemma":[0.000006691234,0.00001836626,0.001172684,0.000107337,0.000002535807,0.00006891826,0.0001097373,0.0001149695,0.00008608196,0.003412498,0.9948907,0.000009460219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004704852,0.02059627,0.001724196,0.1338486,0.7620133,0.0001779571,0.0009433484,0.0001155389,0.08011033],"genre_scores_gemma":[0.01002222,0.01435929,0.001776072,0.04474847,0.4014986,0.0002219434,0.0007409719,0.000230067,0.5264024],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05418575,"threshold_uncertainty_score":0.1812694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032269863727073,"score_gpt":0.239580215654101,"score_spread":0.2192575170168303,"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."}}