{"id":"W2046651849","doi":"10.4296/cwrj2012-911","title":"Impacts of Rural Water Diversions on Prairie Streamflow","year":2012,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Alberta Environment and Protected Areas","funders":"","keywords":"Streamflow; Surface runoff; Environmental science; STREAMS; Hydrology (agriculture); Climate change; Drainage basin; Water resource management; Geography; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004754541,0.0002207886,0.0001141779,0.0003468166,0.000425692,0.0005367023,0.0001983262,0.0001951429,0.00185356],"category_scores_gemma":[0.001445908,0.0001000493,0.0001985409,0.0004815719,0.0008594086,0.0003398669,0.0009420495,0.000256916,0.0001255988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043935,"about_ca_system_score_gemma":0.0008743614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04253855,"about_ca_topic_score_gemma":0.1275014,"domain_scores_codex":[0.9995849,0.0001089355,0.00001581954,0.00006659964,0.0001241538,0.00009956753],"domain_scores_gemma":[0.9988318,0.0003285503,0.0003317749,0.0000714687,0.0002337942,0.0002025357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003391554,0.0001522786,0.9183307,0.00005777935,0.0001311889,0.0008417685,0.000828141,0.01508264,0.009501853,0.000621125,0.0005626438,0.05355063],"study_design_scores_gemma":[0.00001156444,0.0002507531,0.992599,0.000008305199,0.0000311536,0.0001307726,0.0006820621,0.003048962,0.001417371,0.0003388793,0.001470005,0.0000112993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982423,0.00005411687,0.0002347822,0.00007640821,0.000002205235,0.000004067379,0.00008336521,0.00001350412,0.001289102],"genre_scores_gemma":[0.9992685,0.00006860531,0.0001158261,0.00001735829,0.00000319961,0.000002081119,0.00005907108,0.000002359099,0.0004630596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253855,"threshold_uncertainty_score":0.08458191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067981012259617,"score_gpt":0.1965363019150559,"score_spread":0.1858564917924597,"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."}}