{"id":"W3130775517","doi":"10.1109/igarss39084.2020.9324305","title":"Estimation of Ice Concentration from Sar Using Multiscale Ice and Water Retrievals","year":2020,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Remote sensing; Synthetic aperture radar; Pixel; Environmental science; Sea ice; Scale (ratio); Geology; Meteorology; Climatology; Computer science; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001548144,0.0003703562,0.0003295838,0.0008819049,0.00009613917,0.0002836385,0.0002192145,0.0001610572,0.0003964467],"category_scores_gemma":[0.0004072925,0.0001867382,0.0002721549,0.0004343288,0.0001275803,0.0005041427,0.0002839673,0.0001710063,0.0001640352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376523,"about_ca_system_score_gemma":0.0001645353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298222,"about_ca_topic_score_gemma":0.00399689,"domain_scores_codex":[0.999928,0.000006776773,0.000004060144,0.00002907781,0.00002253386,0.000009529552],"domain_scores_gemma":[0.9999068,0.00002488485,0.00002554397,0.00001152171,0.0000246665,0.000006580648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001541197,0.0001022998,0.02483258,0.0001372946,0.0001350173,0.0001856171,0.0001063506,0.08640516,0.6065809,0.0006932498,0.0007131122,0.2799544],"study_design_scores_gemma":[0.00002404245,0.00008757203,0.05018649,0.00001257727,0.00006274166,0.0000958891,0.000045491,0.8721118,0.07536823,0.0006062858,0.001362318,0.0000366453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5969589,0.000397629,0.3992278,0.00004910664,0.0000248371,0.00003831336,0.0005511029,0.001104639,0.001647639],"genre_scores_gemma":[0.8021509,0.0002160376,0.1962779,0.00002932029,0.00003359258,0.00003237417,0.0006658221,0.00007672981,0.0005172941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298222,"threshold_uncertainty_score":0.004569709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053308982729827,"score_gpt":0.222052146071606,"score_spread":0.2015190562443078,"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."}}