{"id":"W2161281359","doi":"10.2136/vzj2013.03.0052","title":"Hydropedology and Ecohydrology of the Brigalow Belt, Australia: Opportunities for Ecosystem Rehabilitation in Semiarid Environments","year":2013,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioregion; Ecohydrology; Geography; Ecosystem; Woodland; Ecology; Landform; Biodiversity; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002116067,0.0001309938,0.0001101088,0.0007322036,0.0006635816,0.0007265346,0.0004179695,0.0002666807,0.0006731533],"category_scores_gemma":[0.0003295116,0.0001113949,0.00009159186,0.0004668082,0.001421425,0.000623029,0.0008224608,0.0002394758,0.0000675031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009468488,"about_ca_system_score_gemma":0.001063102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04885751,"about_ca_topic_score_gemma":0.120085,"domain_scores_codex":[0.9999299,0.00002439912,0.00000310673,0.00001044626,0.00001491714,0.00001720902],"domain_scores_gemma":[0.9998919,0.00001441563,0.00002971728,0.000005941541,0.00002594181,0.0000320562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002337808,0.0002502979,0.674207,0.001091778,0.0000653958,0.004810883,0.02359141,0.00370589,0.09113787,0.008150129,0.001666175,0.1910893],"study_design_scores_gemma":[0.000002209787,0.00004897658,0.9881417,0.00004872765,0.000007408107,0.0002966275,0.005470552,0.001358859,0.000619233,0.0009087746,0.003084853,0.0000122743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871718,0.002351705,0.002153382,0.0007174854,0.00001018329,0.00005546431,0.00007586902,0.00001477069,0.007449318],"genre_scores_gemma":[0.9972736,0.001111766,0.0009577903,0.00005199413,0.000006455959,0.00001123004,0.00001957611,0.000002212647,0.0005654065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04885751,"threshold_uncertainty_score":0.09714627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254321546093059,"score_gpt":0.228291751561146,"score_spread":0.2028595969518401,"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."}}