{"id":"W2094297791","doi":"10.5670/oceanog.2009.68","title":"GODAE Systems in Operation","year":2009,"lang":"en","type":"article","venue":"Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Downscaling; Argo; Data assimilation; Climatology; Altimeter; Environmental science; Meteorology; Scale (ratio); Earth system science; Geology; Oceanography; Geography; Climate change","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":[0.003913513,0.001202809,0.0007714516,0.002145837,0.001095558,0.003776633,0.002651879,0.001498651,0.1938935],"category_scores_gemma":[0.005159772,0.000598182,0.0007507485,0.002441458,0.0007806077,0.004237563,0.005901273,0.00153895,0.1208439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445043,"about_ca_system_score_gemma":0.002145984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851816,"about_ca_topic_score_gemma":0.002077901,"domain_scores_codex":[0.9984564,0.0003100064,0.0001308879,0.0003998592,0.0004536801,0.0002491003],"domain_scores_gemma":[0.996877,0.0003562481,0.0001665731,0.0011987,0.0008465173,0.0005549447],"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":[0.00112632,0.0001535711,0.006211425,0.0006239353,0.000126693,0.0003234656,0.0009256885,0.003037659,0.00535563,0.05163017,0.6508876,0.2795978],"study_design_scores_gemma":[0.00009106488,0.00003524017,0.001098818,0.00004470168,0.00001370782,0.00008912128,0.00009213833,0.002376556,0.001211352,0.004238939,0.9906821,0.00002633446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01576805,0.003250988,0.1213317,0.00582641,0.003377035,0.001095416,0.06347005,0.1988036,0.5870767],"genre_scores_gemma":[0.1750185,0.002541678,0.1980243,0.004561153,0.002165475,0.001841927,0.2296843,0.03415665,0.352006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1938935,"threshold_uncertainty_score":0.6486384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00702870493070359,"score_gpt":0.1931768487473166,"score_spread":0.186148143816613,"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."}}