{"id":"W2108821549","doi":"10.1109/geows.2009.36","title":"Web Services in the U.S. Geological Survey StreamStats Web Application","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Esri (Canada)","funders":"","keywords":"Computer science; Web service; Geological survey; Web mapping; Drainage basin; Streamflow; Data Web; World Wide Web; Geology; Geography; Cartography; Geophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159617,0.0007267448,0.0005699006,0.002584315,0.00124326,0.003194113,0.001348962,0.001489693,0.03345734],"category_scores_gemma":[0.007149786,0.0006110977,0.0008302215,0.004088446,0.0005237707,0.004597066,0.00386685,0.001867404,0.02778038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465135,"about_ca_system_score_gemma":0.003448032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02662248,"about_ca_topic_score_gemma":0.02227313,"domain_scores_codex":[0.9984854,0.0002658747,0.000184227,0.0001339364,0.0007563363,0.0001742982],"domain_scores_gemma":[0.9978297,0.0006922176,0.0001311857,0.0003141675,0.0006495336,0.0003830354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003067864,0.0001987741,0.002807323,0.0002970772,0.00004363315,0.0005236091,0.0003385766,0.002681744,0.002539992,0.04028109,0.8380407,0.1119407],"study_design_scores_gemma":[0.0000972834,0.00002086099,0.001736932,0.0002126547,0.00002144517,0.0002354001,0.0001568915,0.01755444,0.002061302,0.01775756,0.9600819,0.0000632524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01522753,0.001751096,0.278897,0.007311961,0.001136892,0.001397049,0.06719577,0.4181484,0.2089344],"genre_scores_gemma":[0.1271127,0.005518864,0.4243588,0.006615061,0.0007065344,0.003363815,0.2251999,0.04862356,0.1585009],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.03345734,"threshold_uncertainty_score":0.111926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178331473515231,"score_gpt":0.2345764208680925,"score_spread":0.2227931061329401,"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."}}