{"id":"W2138578732","doi":"10.3189/172756411795931813","title":"A comparison of satellite-derived sea-ice motion with drifting-buoy data in the Weddell Sea, Antarctica","year":2011,"lang":"en","type":"article","venue":"Annals of Glaciology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Buoy; Zonal and meridional; Satellite; Geology; Climatology; Snow; Sea ice; Radiometer; Geodesy; Meteorology; Remote sensing; Oceanography; 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":[0.0009267874,0.0003404115,0.0002424068,0.001878833,0.0002214126,0.0008124924,0.0002353343,0.0002678924,0.0005705473],"category_scores_gemma":[0.001642451,0.0001362098,0.0003147397,0.001483867,0.000171222,0.0003909009,0.0003931329,0.000146293,0.0002325881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792091,"about_ca_system_score_gemma":0.0004055326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03943206,"about_ca_topic_score_gemma":0.06243679,"domain_scores_codex":[0.9997291,0.00006941185,0.00003466069,0.00007694542,0.0000582902,0.00003161534],"domain_scores_gemma":[0.999111,0.0002058327,0.0002053165,0.000100281,0.0003044352,0.00007310613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001755508,0.00005452472,0.9833875,0.0000606434,0.0002513616,0.0001127657,0.0002348482,0.002887673,0.002383365,0.00006170081,0.0005045098,0.009885519],"study_design_scores_gemma":[0.00001436352,0.00004420227,0.9947705,0.00002505783,0.00003690108,0.0000275338,0.0001800822,0.003460209,0.0005936213,0.00001301192,0.0008283166,0.000006213236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980583,0.00009872849,0.0001031741,0.00001324582,0.00001094478,0.000004674194,0.001391792,0.000008766011,0.0003104475],"genre_scores_gemma":[0.992241,0.0001900715,0.0006510947,0.00001999243,0.00001699351,0.00001341477,0.006590743,0.000009106524,0.0002676001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03943206,"threshold_uncertainty_score":0.07840508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443776303921336,"score_gpt":0.32552729926446,"score_spread":0.1811496688723264,"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."}}