{"id":"W3168077247","doi":"10.5194/egusphere-egu21-1982","title":"Linking variable Nordic Seas inflow to upstream circulation anomalies","year":2021,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflow; Oceanography; Ocean gyre; Geology; Ridge; Climatology; Hydrography; Arctic; Boundary current; Environmental science; Ocean current; Subtropics","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":[0.000374544,0.0002437919,0.0001258986,0.0007270665,0.0002525171,0.001047119,0.0001606077,0.0002672228,0.001336344],"category_scores_gemma":[0.001550062,0.0001586463,0.0002126358,0.0006102863,0.000137346,0.0002826252,0.0004836674,0.0002979326,0.000240666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005919379,"about_ca_system_score_gemma":0.0005660782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05186527,"about_ca_topic_score_gemma":0.08090875,"domain_scores_codex":[0.9998462,0.00002299336,0.00002005289,0.0000490716,0.00002748158,0.00003415855],"domain_scores_gemma":[0.9992412,0.00017514,0.0002665085,0.00005661396,0.0001572036,0.0001033256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004466321,0.00002283923,0.9944544,0.000007090474,0.00004171542,0.00007564024,0.00005638651,0.001869065,0.0003709845,0.0001362192,0.0005682702,0.002352556],"study_design_scores_gemma":[0.000004415833,0.00001067264,0.99364,0.00001641176,0.00002117618,0.00002821034,0.000127703,0.004756541,0.0003386819,0.00009616489,0.0009523353,0.000007716053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950121,0.00008471982,0.0001988333,0.00005989361,0.00002771591,0.000004148695,0.001838779,0.00002695888,0.002746859],"genre_scores_gemma":[0.9964217,0.00005995083,0.0002612635,0.00001384626,0.00001005533,0.000002799551,0.002484956,0.000008113633,0.000737257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05186527,"threshold_uncertainty_score":0.1031268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009112831573800642,"score_gpt":0.198593455977509,"score_spread":0.1894806244037084,"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."}}