{"id":"W4366605798","doi":"10.1002/9781119828242.ch8","title":"Satellite Sensors for Sea Ice Monitoring","year":2023,"lang":"en","type":"other","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Remote sensing; Sea ice; Altimeter; Satellite; Synthetic aperture radar; Scatterometer; Radar altimeter; Scale (ratio); Space-based radar; Geology; Meteorology; Radar; Radar imaging; Computer science; Geography; Radar engineering details; Wind speed; Cartography; Engineering; Aerospace engineering","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":[0.0003690853,0.0006470245,0.0003253561,0.00100889,0.0002844211,0.0008906854,0.0004486506,0.0004292643,0.03549539],"category_scores_gemma":[0.0004233666,0.0001300133,0.0001622825,0.002734599,0.0001556507,0.0008432536,0.000612886,0.0006319787,0.03031093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830232,"about_ca_system_score_gemma":0.0004070376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789928,"about_ca_topic_score_gemma":0.002061264,"domain_scores_codex":[0.9996184,0.0000466937,0.00001584035,0.00005002046,0.0002447768,0.00002426947],"domain_scores_gemma":[0.9998382,0.0000218923,0.00001289375,0.00002671701,0.0000869049,0.00001331998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006513375,0.0000413681,0.0008071733,0.0004356218,0.00001806927,0.00007398366,0.00006613656,0.001843876,0.007131997,0.0221979,0.3967609,0.5705577],"study_design_scores_gemma":[0.00001050335,0.00001663534,0.0008859574,0.00007299612,0.000005367078,0.00007148152,0.00002253581,0.001867438,0.001284692,0.00337643,0.9923773,0.000008714295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007640675,0.04888831,0.1149946,0.002547866,0.003324635,0.0007605315,0.03915498,0.00826421,0.7744242],"genre_scores_gemma":[0.06928236,0.05398546,0.1803222,0.001471002,0.002406759,0.0006185351,0.07273396,0.002157604,0.6170222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03549539,"threshold_uncertainty_score":0.118744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994900632726473,"score_gpt":0.2374317066426431,"score_spread":0.2174827003153784,"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."}}