{"id":"W7062866070","doi":"","title":"WRRI News No. 362 May-October 2008","year":2011,"lang":"en","type":"other","venue":"NCSU Libraries Repository (North Carolina State University Libraries)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Water Resources Research Institute, North Carolina State University; U.S. Geological Survey; Royal Bank of Canada","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006230586,0.0007148586,0.0005468396,0.001234693,0.001862859,0.004029478,0.0009466539,0.004246706,0.4400119],"category_scores_gemma":[0.00298091,0.0004333317,0.0005500501,0.001180362,0.0005671105,0.001541595,0.001008028,0.003507405,0.3907477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198031,"about_ca_system_score_gemma":0.002171508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02595384,"about_ca_topic_score_gemma":0.109499,"domain_scores_codex":[0.9994285,0.00003303209,0.0000235164,0.00005592219,0.0003447135,0.0001143908],"domain_scores_gemma":[0.9990047,0.0001851805,0.00006605309,0.00007779765,0.0004745235,0.0001916669],"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":[0.0000238083,0.0000092211,0.00006427823,0.00003186081,0.000001339392,0.00003808803,0.00001262549,0.00001026998,0.00007909918,0.0005594456,0.9909073,0.008262632],"study_design_scores_gemma":[0.000007187387,0.00001034018,0.0006739239,0.00005494024,0.000001997756,0.00001916962,0.00003523359,0.00002175007,0.0001037361,0.0002163031,0.9988513,0.00000412143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005435977,0.001857989,0.0002570338,0.01761059,0.004243671,0.000134373,0.01034075,0.00104882,0.9639633],"genre_scores_gemma":[0.0006687647,0.0005556028,0.00008381932,0.002563126,0.0004329,0.00002783481,0.001788214,0.0001073627,0.9937724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4400119,"threshold_uncertainty_score":0.7987551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07421604937582768,"score_gpt":0.2604257489523071,"score_spread":0.1862096995764794,"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."}}