{"id":"W4361004409","doi":"10.5194/egusphere-2023-501","title":"Long-term eddy modulation inhibited the meridional asymmetry of halocline in the Beaufort Gyre","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Halocline; Geology; Ocean gyre; Ekman transport; Stratification (seeds); Mesoscale meteorology; Oceanography; Climatology; Eddy; Arctic; Meteorology; Subtropics; Geography; Upwelling; Salinity","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":[0.0001390479,0.0001414393,0.00008810836,0.0002515825,0.0004548344,0.0005121508,0.0001757618,0.0001583609,0.0006220129],"category_scores_gemma":[0.0003093336,0.0000745947,0.000173768,0.0002342702,0.000278445,0.0002129328,0.0001702265,0.0001226789,0.00007210457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261526,"about_ca_system_score_gemma":0.0008424388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2841578,"about_ca_topic_score_gemma":0.376787,"domain_scores_codex":[0.9999121,0.000006774947,0.000003943419,0.00002510576,0.00001997264,0.00003198557],"domain_scores_gemma":[0.999824,0.00001247217,0.00005032246,0.0000147567,0.00005711196,0.00004139345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436119,0.00001143355,0.9622294,0.00002752233,0.000113816,0.0002816131,0.0004064908,0.002550838,0.02132533,0.000375754,0.00107413,0.0114601],"study_design_scores_gemma":[0.000001104507,0.000003855622,0.9981244,0.000001839761,0.000004903863,0.0000201992,0.000046458,0.000735052,0.0004531126,0.00001692815,0.0005895803,0.000002494424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983315,0.0001562634,0.0001237979,0.00005201827,0.000005894012,0.00000107883,0.0002377065,0.00001591251,0.00107576],"genre_scores_gemma":[0.9996004,0.00002121487,0.00004501015,0.00000943824,0.000002168933,4.489389e-7,0.0001238592,0.000001445158,0.0001961895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841578,"threshold_uncertainty_score":0.5650077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506989501858161,"score_gpt":0.2624584763847729,"score_spread":0.1973885813661913,"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."}}