{"id":"W1599720646","doi":"10.1002/hyp.9409","title":"Topographic analysis for the prairie pothole region of Western Canada","year":2012,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; Environment and Climate Change Canada; University of Saskatchewan","funders":"","keywords":"Pothole (geology); Surface runoff; Hydrology (agriculture); Environmental science; Structural basin; Drainage basin; Drainage; Runoff model; Current (fluid); Geology; Geography; Geomorphology; Ecology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009635944,0.000207388,0.0001342637,0.0019189,0.001177617,0.0009164067,0.0004459273,0.0001481827,0.003116773],"category_scores_gemma":[0.0005803483,0.0001198523,0.0002475091,0.004301052,0.0002181181,0.0001612319,0.0003542093,0.0001899752,0.0003668026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008180691,"about_ca_system_score_gemma":0.009912312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988881,"about_ca_topic_score_gemma":0.9966508,"domain_scores_codex":[0.9998212,0.000005653432,0.000007144277,0.00002424417,0.00009773189,0.00004405773],"domain_scores_gemma":[0.9994289,0.00002246677,0.00002901555,0.00002156068,0.0004521389,0.00004579315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002038681,0.0001249818,0.6843591,0.0002720035,0.0001172256,0.001511563,0.002096523,0.0317234,0.01070491,0.002530443,0.01976752,0.2465885],"study_design_scores_gemma":[0.00001613879,0.00001272361,0.9636953,0.00002913407,0.00002014305,0.0002008465,0.001920555,0.02009095,0.001094321,0.0001454821,0.01274986,0.00002457135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580512,0.000321976,0.002779398,0.0002491302,0.00002095041,0.0001884645,0.01891783,0.0003895553,0.01908155],"genre_scores_gemma":[0.9810575,0.0002642386,0.005698917,0.0000256086,0.000004926124,0.00004060938,0.006928341,0.00004563306,0.005934175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111901,"threshold_uncertainty_score":0.05935538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537230020074297,"score_gpt":0.234017296872036,"score_spread":0.208644996671293,"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."}}