{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009410512,0.001099828,0.001397013,0.002097333,0.001130028,0.001742404,0.003935855,0.0008236761,0.02120516],"category_scores_gemma":[0.0007119298,0.001023686,0.0006919431,0.002312471,0.001407799,0.003720899,0.001290214,0.0008472936,0.004066876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783269,"about_ca_system_score_gemma":0.002384702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961011,"about_ca_topic_score_gemma":0.001420304,"domain_scores_codex":[0.9895822,0.001269469,0.001349557,0.002459988,0.004182643,0.001156185],"domain_scores_gemma":[0.9926592,0.0005837624,0.001969576,0.003055633,0.0008841617,0.0008477061],"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":[0.0004899765,0.0001218803,0.05041784,0.00004766774,0.0002518362,0.0003194037,0.001531701,0.00002705264,0.00001131454,0.002520864,0.9409634,0.00329706],"study_design_scores_gemma":[0.001056145,0.0001532842,0.005534919,0.00009637262,0.000189528,0.00001505933,0.0006504339,0.0002063188,0.0001366101,0.002171506,0.9886773,0.001112582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001469306,0.001652623,0.001902893,0.0002333855,0.008985369,0.001196159,0.0006738844,0.001062762,0.9828236],"genre_scores_gemma":[0.00181251,0.0002445258,0.002787672,0.0003100061,0.001098627,0.000005629004,0.0005150285,0.0003919034,0.9928341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04771384,"threshold_uncertainty_score":0.9992939,"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."}}