{"id":"W2606890743","doi":"10.1007/s13157-017-0913-5","title":"Groundwater-Driven Wetland-Stream Connectivity in the Prairie Pothole Region: Inferences Based on Electrical Conductivity Data","year":2017,"lang":"en","type":"article","venue":"Wetlands","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Ducks Unlimited Canada; University of Waterloo; University of Manitoba","funders":"","keywords":"Wetland; Hydrology (agriculture); Watershed; Environmental science; Groundwater; Pothole (geology); Ecology; Geology; Geomorphology","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":[0.0006458064,0.0001602502,0.0001952201,0.0000374171,0.0006968896,0.0001122657,0.001148362,0.00008051729,0.00009234755],"category_scores_gemma":[0.0001853498,0.00009848786,0.00003067537,0.00008445039,0.0004922583,0.0004285399,0.000519924,0.0002513247,0.000110086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003895358,"about_ca_system_score_gemma":0.000008363187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009050558,"about_ca_topic_score_gemma":0.005367989,"domain_scores_codex":[0.9986235,0.0002222023,0.0001272699,0.000472045,0.0002407717,0.0003141328],"domain_scores_gemma":[0.9984235,0.0002025353,0.0001034142,0.001230754,0.000003492079,0.00003637455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006556594,0.0002340678,0.9876488,0.000003450155,0.00001234213,0.00005981007,0.0001553254,0.0002214139,0.00002194677,0.0001918318,0.00964635,0.001739081],"study_design_scores_gemma":[0.0007136824,0.0002788262,0.9694193,0.000009898605,0.00002120686,0.000005967018,0.00003532481,0.01044589,0.00004814529,0.001126446,0.01772808,0.0001672084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421837,0.000004394621,0.000465946,0.01704373,0.0001492648,0.0002926501,0.00001028649,0.00003722814,0.0398128],"genre_scores_gemma":[0.9987999,0.00001043836,0.00003674799,0.0007395939,0.00006409937,0.00003186033,0.0000400636,0.000005665553,0.0002716603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05661616,"threshold_uncertainty_score":0.5359982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596149729850658,"score_gpt":0.2880928901356783,"score_spread":0.2284779171506125,"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."}}