{"id":"W3087231649","doi":"","title":"The Saskatchewan River Basin - a large scale observatory for water security research (Invited)","year":2013,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Observatory; Scale (ratio); Water security; Drainage basin; Water resource management; Geography; Environmental science; Hydrology (agriculture); Geology; Water resources; Cartography","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":[0.0006005773,0.0003932383,0.0002955756,0.0005102966,0.00309331,0.002114695,0.0004716692,0.0009095077,0.01860451],"category_scores_gemma":[0.0007399399,0.0002975925,0.000272068,0.001534103,0.0008226975,0.0006837079,0.001769607,0.0007056096,0.002445411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007109965,"about_ca_system_score_gemma":0.02576213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7442502,"about_ca_topic_score_gemma":0.9634864,"domain_scores_codex":[0.9997416,0.00003191248,0.00000916569,0.00005416767,0.00004562759,0.0001174206],"domain_scores_gemma":[0.9991012,0.0001389243,0.00004972773,0.00004067664,0.0003730401,0.0002965067],"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":[0.0004279634,0.00005490151,0.1440954,0.0006761575,0.0001088662,0.001216552,0.00370862,0.000775512,0.0137343,0.00376368,0.7100341,0.1214039],"study_design_scores_gemma":[0.00003996934,0.00002981954,0.2562376,0.0003049255,0.0000496215,0.0001052821,0.01611012,0.0003786496,0.001677565,0.001299591,0.7237135,0.00005350657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4743865,0.02162396,0.005022143,0.2071427,0.01624157,0.001241228,0.03152923,0.0006027248,0.2422101],"genre_scores_gemma":[0.3729154,0.009501484,0.004121555,0.01915749,0.0008371715,0.0006111475,0.004302524,0.0002875903,0.5882657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2557498,"threshold_uncertainty_score":0.5145118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448756815596175,"score_gpt":0.2602771787155361,"score_spread":0.2357896105595744,"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."}}