{"id":"W3134409989","doi":"10.3390/rs13050900","title":"Spatiotemporal Downscaling of GRACE Total Water Storage Using Land Surface Model Outputs","year":2021,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Downscaling; Anomaly (physics); Environmental science; Meteorology; Precipitation; Geography","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":[0.0002556786,0.0004878174,0.0002644412,0.0005647361,0.0001848184,0.0003641722,0.0004460553,0.0001896991,0.0007268622],"category_scores_gemma":[0.0008484671,0.0001928899,0.0005494952,0.0006995015,0.0001134948,0.0005448532,0.0003616207,0.0004140242,0.000250923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070055,"about_ca_system_score_gemma":0.000728888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731335,"about_ca_topic_score_gemma":0.01887782,"domain_scores_codex":[0.999895,0.00001174515,0.000009984287,0.00003583656,0.00003432274,0.00001303704],"domain_scores_gemma":[0.9998406,0.00001401776,0.00001971999,0.00004762614,0.000069621,0.000008499477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002365386,0.0001816407,0.04676786,0.00009094909,0.0003194887,0.0001809846,0.0001765578,0.6665767,0.07858501,0.002594785,0.005629226,0.1986603],"study_design_scores_gemma":[0.00002233549,0.00002033815,0.01868949,0.000004899424,0.00003037531,0.00001332608,0.00003019157,0.969799,0.009193919,0.0005194378,0.001654846,0.00002197915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499272,0.0002234694,0.2385024,0.0002530065,0.0001593177,0.00007470169,0.00333561,0.003820423,0.003703912],"genre_scores_gemma":[0.9294815,0.0001233057,0.06495851,0.00005393958,0.00003345009,0.0000703441,0.004227009,0.000300528,0.000751337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731335,"threshold_uncertainty_score":0.0344252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710092911167043,"score_gpt":0.2303106131339304,"score_spread":0.1932096840222599,"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."}}