{"id":"W3127905531","doi":"10.5194/egusphere-egu2020-4076","title":"Atlantic influence on content of freshwater in upper layer of the Arctic Ocean","year":2020,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Archipelago; Structural basin; Boundary layer; Mixed layer; Chemistry; Oceanography; Atmospheric sciences; Environmental science; Geology; Physics; Thermodynamics; Geomorphology","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":[0.0001136951,0.00009955472,0.00009566536,0.000290736,0.0002273295,0.0005025527,0.0001048641,0.0001226173,0.002033818],"category_scores_gemma":[0.0005342155,0.00009017491,0.0002377139,0.0003280575,0.0001404649,0.000240007,0.0004316743,0.0002236037,0.0002377867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006262094,"about_ca_system_score_gemma":0.0004859382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08248225,"about_ca_topic_score_gemma":0.1102071,"domain_scores_codex":[0.9999274,0.000006367241,0.000006490819,0.00002082155,0.0000193996,0.00001950828],"domain_scores_gemma":[0.9998018,0.00002192428,0.00005272646,0.00001200063,0.00007392435,0.00003770243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002005836,0.00002116474,0.9492475,0.00009982124,0.0001296997,0.0002428592,0.000387371,0.002470231,0.0287898,0.0008662122,0.001254618,0.01629034],"study_design_scores_gemma":[0.000003017632,0.00001079107,0.9952797,0.00001135689,0.00002904267,0.00002768149,0.0001369873,0.001006205,0.0009994092,0.00005709411,0.002433957,0.000004809835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905647,0.0003408667,0.0002103192,0.000175775,0.00003036426,0.000002501979,0.0010663,0.00002237676,0.007586835],"genre_scores_gemma":[0.9985762,0.0001438488,0.00008746125,0.00003116624,0.000008573225,0.000001350606,0.0004190032,0.000008298337,0.0007240942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08248225,"threshold_uncertainty_score":0.1640043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336427654112299,"score_gpt":0.1974160298539672,"score_spread":0.1740517533128442,"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."}}