{"id":"W2941367549","doi":"10.1515/jag-2019-0003","title":"Monitoring of extreme land hydrology events in central Poland using GRACE, land surface models and absolute gravity data","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Geodesy","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Narodowe Centrum Nauki","keywords":"Gravimeter; Flood myth; Climatology; Environmental science; Precipitation; Trend analysis; Meteorology; Hydrology (agriculture); Geology; Geography; Statistics; Mathematics","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":[0.0003352395,0.0002054774,0.0001757188,0.001523119,0.0001083146,0.0004807507,0.0001428207,0.0001458296,0.0001584957],"category_scores_gemma":[0.000349739,0.0001210484,0.0001778789,0.001387618,0.0001302125,0.0003268207,0.0004791518,0.0001107148,0.0000739559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373735,"about_ca_system_score_gemma":0.0003969029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109535,"about_ca_topic_score_gemma":0.01987197,"domain_scores_codex":[0.9998583,0.00001622926,0.00001798445,0.00004150718,0.00003866217,0.00002742026],"domain_scores_gemma":[0.9997583,0.00001565259,0.0001171293,0.00002203814,0.00004862146,0.0000382648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002760874,0.0000999338,0.9500913,0.0000766564,0.0001916521,0.0004635051,0.0002656741,0.007724532,0.01005125,0.0001968253,0.0008289925,0.02973353],"study_design_scores_gemma":[0.00001126395,0.00003270894,0.9922584,0.000009055087,0.00003074799,0.00006943454,0.0001602009,0.005784803,0.0009296878,0.00004420896,0.0006631758,0.000006240842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988625,0.00004871865,0.000332332,0.000008273702,0.000001569907,0.000005595972,0.0004676977,0.00002783925,0.0002455595],"genre_scores_gemma":[0.9981129,0.00006710176,0.0007317299,0.000004225382,0.000002636243,0.000007231504,0.0009144068,0.000005668807,0.000154132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01109535,"threshold_uncertainty_score":0.02206153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06596649948933017,"score_gpt":0.2505080495186869,"score_spread":0.1845415500293568,"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."}}