{"id":"W2760981168","doi":"10.1002/2017jc013176","title":"An Assessment of State‐of‐the‐Art Mean Sea Surface and Geoid Models of the Arctic Ocean: Implications for Sea Ice Freeboard Retrieval","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Oceanic and Atmospheric Administration; Natural Environment Research Council; Sight Research UK; European Space Agency","keywords":"Freeboard; Geoid; Sea ice; Climatology; Arctic; Oceanography; Geology; Arctic ice pack; Meteorology; Environmental science; Geodesy; Geography; Geophysics; 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":[0.008844716,0.0009052205,0.0007661836,0.001245842,0.0006705243,0.002608992,0.001882919,0.001165624,0.0005974433],"category_scores_gemma":[0.01145562,0.0007102377,0.001321085,0.001160509,0.0004926426,0.001951774,0.001062837,0.0007389481,0.0002573252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270047,"about_ca_system_score_gemma":0.00172868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0482106,"about_ca_topic_score_gemma":0.02951668,"domain_scores_codex":[0.9981401,0.0006901216,0.000160268,0.000245052,0.0006590155,0.0001053681],"domain_scores_gemma":[0.9934016,0.002620755,0.0005201032,0.001061743,0.002150128,0.0002457154],"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":[0.0004115905,0.0002006104,0.06033376,0.0001343995,0.0003977598,0.0000752813,0.0001010596,0.8969904,0.003210167,0.001507681,0.001409335,0.03522801],"study_design_scores_gemma":[0.0000555735,0.0001624199,0.02091303,0.00008340916,0.0001043607,0.00002590105,0.00007032978,0.9732735,0.002835546,0.0007351114,0.001694798,0.0000460724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961,0.002673414,0.02347625,0.001171886,0.0001394265,0.00008754776,0.003579132,0.001224024,0.006648245],"genre_scores_gemma":[0.9823199,0.0006362631,0.0142863,0.00009494511,0.00005296024,0.00004607817,0.002106691,0.0001036688,0.0003533301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0482106,"threshold_uncertainty_score":0.09585994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787670021901356,"score_gpt":0.3585034108801616,"score_spread":0.310626710661148,"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."}}