{"id":"W4413480376","doi":"10.3390/atmos16091001","title":"Wind-Induced Water Transport and Circulation Structure in the Laptev Sea–East Siberian Sea","year":2025,"lang":"en","type":"article","venue":"Atmosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Centre for Medium-Range Weather Forecasts; National Natural Science Foundation of China","keywords":"Climatology; Circulation (fluid dynamics); Oceanography; Water circulation; Environmental science; Geology; Atmospheric sciences","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341331,0.0001072277,0.0001080714,0.000004041315,0.0001474269,0.00003253484,0.0001270852,0.00008202218,0.0008124359],"category_scores_gemma":[0.000004759995,0.00006192921,0.00002704198,0.0001320605,0.00004413379,0.0001342471,0.000005012857,0.0001665295,0.00001388861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004274724,"about_ca_system_score_gemma":0.00003347299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367099,"about_ca_topic_score_gemma":0.008896922,"domain_scores_codex":[0.9992996,0.00004906393,0.0001330448,0.0001795447,0.000128861,0.0002098941],"domain_scores_gemma":[0.9997592,0.00003790004,0.00001892162,0.0001367207,0.0000138566,0.00003338572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000173542,0.000005165368,0.9854816,0.00001966287,0.00001187322,0.00001579149,0.001748194,0.002542738,0.00003156125,0.000189341,0.0000235377,0.009913248],"study_design_scores_gemma":[0.0002459696,0.00001986177,0.9853736,0.00001951146,0.00002004808,0.00001339334,0.002009307,0.008979298,0.00001141838,0.0019783,0.001233438,0.00009590287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912422,0.00005410563,0.00005664273,0.00158357,0.0001454301,0.0001549081,0.00002686435,0.00001519253,0.006721137],"genre_scores_gemma":[0.998834,0.00001072357,0.0001773582,0.0006501279,0.00004450782,3.748727e-7,0.0001510888,0.000002413276,0.0001293999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009817345,"threshold_uncertainty_score":0.8895603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006444363086027605,"score_gpt":0.1908196554719404,"score_spread":0.1843752923859128,"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."}}