{"id":"W2126386309","doi":"10.1002/eco.1596","title":"Ecohydrology and stewardship of Alberta springs ecosystems","year":2014,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Nature Conservancy of Canada; Nature Conservancy; University of Alberta; U.S. Environmental Protection Agency; Smithsonian Institution","keywords":"Habitat; Ecosystem; Species richness; Environmental science; Ecology; Wetland; Geography; Hydrology (agriculture); Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003235466,0.0001115443,0.0001096867,0.001169732,0.0009928979,0.001127506,0.0004183344,0.0001316127,0.001886686],"category_scores_gemma":[0.0007868898,0.0001284808,0.0001050166,0.001394252,0.0007326758,0.0002921082,0.0006149028,0.0001265065,0.0001075303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526666,"about_ca_system_score_gemma":0.002831971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6698127,"about_ca_topic_score_gemma":0.919723,"domain_scores_codex":[0.9997535,0.00004022784,0.000009647125,0.00004000472,0.00007693659,0.0000795689],"domain_scores_gemma":[0.9991722,0.00007473653,0.0002194727,0.00004252799,0.0001703654,0.0003207251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002963618,0.00001987092,0.9893445,0.00001120971,0.00002044137,0.00009774023,0.001264148,0.0002184025,0.0007273974,0.0002264912,0.0003403375,0.007699678],"study_design_scores_gemma":[5.647415e-7,0.000005047031,0.9982481,0.000003055238,0.000001983975,0.00001719622,0.001061356,0.0001411794,0.00003133198,0.00003293989,0.0004555451,0.00000171898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986973,0.00006631992,0.00003410278,0.00003828717,0.000001033705,0.00000200073,0.0001134494,0.000002711987,0.001044792],"genre_scores_gemma":[0.9991799,0.00005395344,0.00007472214,0.000009241901,0.000001248809,0.000001129489,0.0001029783,0.000001399794,0.000575404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3301873,"threshold_uncertainty_score":0.6642637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00463729746723106,"score_gpt":0.1736575593082556,"score_spread":0.1690202618410246,"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."}}