{"id":"W3020670852","doi":"","title":"Implications of GRACE Satellite Gravity Measurements for Diverse Hydrological Applications","year":2010,"lang":"en","type":"dissertation","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Geodesy; Remote sensing; Environmental science; Climatology; Geography; Geology; Engineering; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005162814,0.0004001039,0.0004765285,0.0007302858,0.001588965,0.0003702426,0.002081741,0.0003592046,0.0006012315],"category_scores_gemma":[0.001271287,0.0003660237,0.0002961927,0.001677473,0.0004728217,0.000768652,0.00007954011,0.0006879137,0.0001501443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460437,"about_ca_system_score_gemma":0.0007561393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424567,"about_ca_topic_score_gemma":0.02241963,"domain_scores_codex":[0.9942077,0.0002096991,0.0008513071,0.001403712,0.002093384,0.001234153],"domain_scores_gemma":[0.9923223,0.0006696588,0.0007295855,0.001409034,0.004272703,0.0005967594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001223391,0.003540144,0.3087988,0.00326546,0.0004253989,0.000001337981,0.00178308,0.00006665079,0.02271386,0.03322674,0.07531602,0.5496391],"study_design_scores_gemma":[0.001226308,0.0002357316,0.5419311,0.00009270759,0.0001759651,0.000002234858,0.0006025929,0.001318555,0.003584824,0.03312364,0.416831,0.0008753298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6242405,0.002478219,0.009051647,0.01772857,0.004956143,0.05363888,0.2690119,0.0006017868,0.01829245],"genre_scores_gemma":[0.6479899,0.0003617131,0.008158061,0.0001826487,0.0005450066,0.001682338,0.3361281,0.0000441714,0.004907977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5487638,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09595820033817241,"score_gpt":0.3565895445794576,"score_spread":0.2606313442412852,"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."}}