{"id":"W2085063377","doi":"10.2166/wst.2006.317","title":"Impacts of urbanization on West Nose Creek: a Canadian experience","year":2006,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Hydrograph; Stormwater; Impervious surface; Habitat; Environmental science; Hydrology (agriculture); STREAMS; Surface runoff; Channel (broadcasting); Urban stream; Erosion; Relocation; Geography; Water resource management; Ecology; Geology; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006310606,0.0003067857,0.0004059637,0.0009187782,0.01147633,0.002132155,0.0008350688,0.000719109,0.003715785],"category_scores_gemma":[0.001495964,0.0003200245,0.0003616881,0.004216523,0.002464962,0.0009542238,0.00170976,0.001040335,0.0003086975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04187841,"about_ca_system_score_gemma":0.05835572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910199,"about_ca_topic_score_gemma":0.9986142,"domain_scores_codex":[0.9988217,0.0001072999,0.00003521712,0.0001039643,0.0004700018,0.0004618459],"domain_scores_gemma":[0.9986929,0.00008258934,0.0001271923,0.00004048289,0.0005558942,0.0005009643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003542834,0.0007151427,0.551185,0.0005081583,0.00008221729,0.009040975,0.1782182,0.001831598,0.003652339,0.007466922,0.03311663,0.2138286],"study_design_scores_gemma":[0.00002626491,0.0002931168,0.7155577,0.0002143354,0.00004685639,0.001929114,0.1702492,0.0006463997,0.0005021301,0.0005802689,0.1098515,0.0001030519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764853,0.001127929,0.000157593,0.003531844,0.00003334372,0.00006963891,0.0007256161,0.00002241668,0.01784649],"genre_scores_gemma":[0.9799449,0.004637081,0.0004857826,0.0008208365,0.00001180569,0.00003021741,0.0004173013,0.00002392123,0.01362801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04187841,"threshold_uncertainty_score":0.3038506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0040733277819455,"score_gpt":0.1980946403929953,"score_spread":0.1940213126110499,"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."}}