{"id":"W2938890171","doi":"10.3390/cli7040057","title":"Cross-Comparison between MODIS and VIIRS Snow Cover Products for the 2016 Hydrological Year","year":2019,"lang":"en","type":"article","venue":"Climate","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Environmental science; Visible Infrared Imaging Radiometer Suite; Moderate-resolution imaging spectroradiometer; Remote sensing; Satellite; Snowmelt; Meteorology; Climatology; Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111868,0.0003368295,0.0002737634,0.001593741,0.0005767305,0.0008589182,0.0002615938,0.0001968878,0.0006749282],"category_scores_gemma":[0.002145018,0.0001506734,0.0004274586,0.002090706,0.0002197788,0.0005889056,0.0005432845,0.0001696738,0.0002535119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778507,"about_ca_system_score_gemma":0.002163425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3178121,"about_ca_topic_score_gemma":0.5025579,"domain_scores_codex":[0.9991417,0.00006221372,0.00008310694,0.0002170166,0.0004094793,0.00008642315],"domain_scores_gemma":[0.9983332,0.00009189938,0.0001721753,0.0001291247,0.001200543,0.00007307624],"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":[0.0006144632,0.0001267691,0.8909943,0.0001768982,0.0004393249,0.0002605492,0.001444882,0.007757502,0.0179372,0.000440391,0.006479481,0.07332822],"study_design_scores_gemma":[0.00001118832,0.00003965434,0.9818647,0.00002533738,0.000065768,0.00006376453,0.0008335189,0.006770409,0.004284208,0.00007894764,0.005945886,0.00001669318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835661,0.0001492909,0.002030782,0.00003498955,0.00003717939,0.00005712483,0.01051458,0.0001795122,0.003430445],"genre_scores_gemma":[0.9647867,0.0001443941,0.006448694,0.00003652778,0.00001105285,0.00005411972,0.02691931,0.0000735126,0.001525752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178121,"threshold_uncertainty_score":0.6319245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039269054976406,"score_gpt":0.2741337418081415,"score_spread":0.2348646868317355,"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."}}