{"id":"W3106786211","doi":"","title":"Simulating Streamflow In Manitoba Using North American Regional Reanalysis As Input Data","year":2009,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Streamflow; Climatology; Environmental science; Geology; Hydrology (agriculture); Geography; Cartography; Drainage basin","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":[0.0003624755,0.0006214532,0.0003278927,0.0004486546,0.0008760994,0.0006682369,0.0009160126,0.0005888271,0.001388746],"category_scores_gemma":[0.0008762226,0.000516971,0.000585972,0.001122993,0.0003566721,0.0003762688,0.000311709,0.0005641285,0.0002530743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006158873,"about_ca_system_score_gemma":0.006754238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.844488,"about_ca_topic_score_gemma":0.8819931,"domain_scores_codex":[0.9998964,0.00002638659,0.00000470905,0.00002595445,0.00001744789,0.00002909275],"domain_scores_gemma":[0.99963,0.00008817983,0.00002362441,0.00002326157,0.0001692894,0.00006559785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000298338,0.0003678671,0.1003017,0.00004722437,0.0001833966,0.0002612497,0.0002612893,0.8799022,0.003040456,0.0006448143,0.003191457,0.01150007],"study_design_scores_gemma":[0.0001942592,0.00006055434,0.05040709,0.00001223508,0.00008108623,0.00001428778,0.0003761902,0.9457089,0.00185098,0.0002045932,0.001058875,0.00003097603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949223,0.00004540144,0.0007927186,0.000167784,0.00002338803,0.00003431211,0.001425082,0.0002629929,0.002326085],"genre_scores_gemma":[0.993105,0.00008877886,0.003659877,0.00003859143,0.000005759696,0.00004240077,0.001564462,0.00003802306,0.001457165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155512,"threshold_uncertainty_score":0.3128556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739883084425349,"score_gpt":0.2680979744158291,"score_spread":0.2306991435715756,"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."}}