{"id":"W3038925925","doi":"10.3390/rs12132092","title":"Variability and Uncertainty of Satellite Sea Surface Salinity in the Subpolar North Atlantic (2010–2019)","year":2020,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"SSS*; Climatology; Environmental science; Oceanography; Satellite; Salinity; Boundary current; Latitude; Sea surface temperature; Arctic; Annual cycle; Structural basin; Ocean current; Geology","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":[0.0008078426,0.0001896874,0.0001553016,0.0004559915,0.0002418237,0.0006627568,0.0001638319,0.000175023,0.000276994],"category_scores_gemma":[0.0009990766,0.00007543206,0.0002764453,0.0006557441,0.0001971181,0.0003886681,0.0004167054,0.0001790616,0.000139996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009097942,"about_ca_system_score_gemma":0.0004348615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07029106,"about_ca_topic_score_gemma":0.1032342,"domain_scores_codex":[0.9997728,0.00003334469,0.00002979905,0.00007402767,0.00006359482,0.00002632843],"domain_scores_gemma":[0.9993777,0.00009762111,0.0001723163,0.00005971005,0.0002466353,0.00004618887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544785,0.00002873593,0.9738695,0.0000326043,0.0001626848,0.0001205333,0.0001664599,0.004304897,0.003879911,0.000196867,0.000904587,0.01617871],"study_design_scores_gemma":[0.000003803631,0.0000212927,0.9917212,0.00001051096,0.00002705903,0.00004395785,0.000180065,0.005904394,0.0005252797,0.000080898,0.001473681,0.000008014845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972518,0.0001892642,0.0003374658,0.0000925659,0.00002407648,0.000002434137,0.001214698,0.00001560084,0.0008721736],"genre_scores_gemma":[0.9976942,0.00009151085,0.0002005642,0.00002363319,0.00001037801,0.000002725421,0.001810223,0.000002993192,0.0001638303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07029106,"threshold_uncertainty_score":0.1397638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182254760916632,"score_gpt":0.2087528064260392,"score_spread":0.190527330334376,"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."}}